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Udacity - AI Programming with Python Nanodegree [Course Drive]

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Udacity - AI Programming with Python Nanodegree [Course Drive]

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Udacity - AI Programming with Python Nanodegree [Course Drive]
Course Downloaded from coursedrive.net.txt
TXT
428 B
Udacity - AI Programming with Python Nanodegree nd089 v1.0.0
Course Downloaded from coursedrive.net.txt
TXT
428 B
Part 01-Module 01-Lesson 01_Welcome to AI Programming with Python
01. AIPND Intro FINAL-CeXA-uzNFp4.mp4
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9.61 MB
01. Welcome to the AI Programming with Python Nanodegree Program.html
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5.53 KB
02. AIPND Instructors FINAL V5-h0_y3eb_3m4.en.vtt
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3.17 KB
02. AIPND Instructors FINAL V5-h0_y3eb_3m4.mp4
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7.96 MB
02. AIPND Instructors FINAL V5-h0_y3eb_3m4.pt-BR.vtt
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3.79 KB
02. AIPND Instructors FINAL V5-h0_y3eb_3m4.zh-CN.vtt
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2.78 KB
02. Meet Your Instructors.html
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5.3 KB
03. Deadline Policy.html
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13.73 KB
04. Udacity Support.html
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9.16 KB
05. Community Guidelines.html
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7.59 KB
06. Lesson Plan.html
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11 KB
img
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218.05 KB
screen-shot-2018-02-01-at-12.21.40-pm.png
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screen-shot-2018-03-08-at-12.46.23-pm.png
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415.28 KB
screen-shot-2018-06-12-at-5.07.10-pm.png
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257.46 KB
index.html
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3.96 KB
Part 02-Module 01-Lesson 01_Why Python Programming
01. Instructor.html
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5.15 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt
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1.02 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt
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806 B
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4
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5.21 MB
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt
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1021 B
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt
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745 B
02. Welcome to the Course!.html
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5.82 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt
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1.7 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt
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03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4
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4.03 MB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt
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1.39 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt
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1.1 KB
03. Programming in Python.html
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5.57 KB
04. Course Overview.html
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6.4 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt
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3.43 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt
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2.45 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4
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8.37 MB
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt
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2.88 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt
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img
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index.html
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3.71 KB
Part 02-Module 01-Lesson 02_Data Types and Operators
01. Introduction-4F7SC0C6tfQ.ar.vtt
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01. Introduction-4F7SC0C6tfQ.en.vtt
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01. Introduction-4F7SC0C6tfQ.mp4
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13.27 MB
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt
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2.7 KB
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt
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01. Introduction.html
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9.65 KB
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt
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02. Arithmetic Operators-M8TIOK2P2yw.en.vtt
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02. Arithmetic Operators-M8TIOK2P2yw.mp4
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11.07 MB
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt
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02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt
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02. Arithmetic Operators.html
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03. Quiz Arithmetic Operators.html
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12.51 KB
04. Solution Arithmetic Operators.html
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05. Assignment Operators-p_qfzL-x3Cs.ar.vtt
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05. Assignment Operators-p_qfzL-x3Cs.en.vtt
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05. Assignment Operators-p_qfzL-x3Cs.mp4
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05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt
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05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt
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05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt
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05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt
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05. L2 04b Variables II V3-4IJqbP8vi6A.mp4
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05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt
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05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt
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05. Variables and Assignment Operators.html
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14.54 KB
05. Variables-7pxpUot4x0w.ar.vtt
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05. Variables-7pxpUot4x0w.en.vtt
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05. Variables-7pxpUot4x0w.mp4
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05. Variables-7pxpUot4x0w.pt-BR.vtt
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05. Variables-7pxpUot4x0w.zh-CN.vtt
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06. Quiz Variables and Assignment Operators.html
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14.06 KB
07. Solution Variables and Assignment Operators.html
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11.03 KB
08. Integers and Floats.html
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12.57 KB
08. Numeros inteiros e floats-MiJ1vfWp-Ts.ar.vtt
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08. Numeros inteiros e floats-MiJ1vfWp-Ts.en.vtt
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08. Numeros inteiros e floats-MiJ1vfWp-Ts.mp4
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08. Numeros inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt
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08. Numeros inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt
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08. Whitespace-UxkIwcOczQQ.ar.vtt
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08. Whitespace-UxkIwcOczQQ.en.vtt
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08. Whitespace-UxkIwcOczQQ.mp4
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08. Whitespace-UxkIwcOczQQ.pt-BR.vtt
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08. Whitespace-UxkIwcOczQQ.zh-CN.vtt
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09. Quiz Integers and Floats.html
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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt
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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt
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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4
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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt
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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt
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10. Booleans, Comparison Operators, and Logical Operators.html
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11.4 KB
11. Quiz Booleans, Comparison Operators, and Logical Operators.html
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11.37 KB
12. Solution Booleans, Comparison and Logical Operators.html
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9.29 KB
13. Strings-ySZDrs-nNqg.ar.vtt
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13. Strings-ySZDrs-nNqg.en.vtt
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13. Strings-ySZDrs-nNqg.mp4
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13. Strings-ySZDrs-nNqg.pt-BR.vtt
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13. Strings-ySZDrs-nNqg.zh-CN.vtt
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13. Strings.html
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14. Quiz Strings.html
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15. Solution Strings.html
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16. Type Type Conversion-yN6Fam_vZrU.ar.vtt
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16. Type Type Conversion-yN6Fam_vZrU.en.vtt
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16. Type Type Conversion-yN6Fam_vZrU.mp4
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16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt
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16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt
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16. Type and Type Conversion.html
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17. Quiz Type and Type Conversion.html
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18. Solution Type and Type Conversion.html
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19. String Methods-Bv7CAxVOONs.ar.vtt
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19. String Methods-Bv7CAxVOONs.en.vtt
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19. String Methods-Bv7CAxVOONs.mp4
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19. String Methods-Bv7CAxVOONs.pt-BR.vtt
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19. String Methods-Bv7CAxVOONs.zh-CN.vtt
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19. String Methods.html
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20. String Methods.html
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21. Another String Method - Split.html
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10.69 KB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4
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4.83 MB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt
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22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4
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22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt
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22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4
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22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt
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4.34 KB
22. Lists and Membership Operators.html
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15.48 KB
23. Quiz Lists and Membership Operators.html
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14.38 KB
24. Solution List and Membership Operators.html
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10.42 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt
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25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4
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25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt
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25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt
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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt
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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4
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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt
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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt
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25. List Methods.html
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26. Quiz List Methods.html
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27. L2 04 Tuples V3-33xN-AbTMoc.mp4
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3.96 MB
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt
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27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt
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27. Tuples.html
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28. Quiz Tuples.html
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29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt
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29. L2 03 Sets V2-eIHNFgTFfnA.mp4
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29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt
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29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt
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29. Sets.html
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10.54 KB
30. Quiz Sets.html
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11.97 KB
31. Dictionaries and Identity Operators.html
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11.69 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt
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31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4
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10.7 MB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt
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31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt
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32. Quiz Dictionaries and Identity Operators.html
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33. Solution Dictionaries and Identity Operators.html
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9.32 KB
34. Quiz More With Dictionaries.html
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35. Compound Data Structures.html
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10.69 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt
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35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4
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35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt
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35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt
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36. Quiz Compound Data Structures.html
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37. Solution Compound Data Structions.html
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9.25 KB
38. Conclusion-LLEZadlXM8A.ar.vtt
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38. Conclusion-LLEZadlXM8A.en.vtt
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38. Conclusion-LLEZadlXM8A.mp4
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38. Conclusion-LLEZadlXM8A.pt-BR.vtt
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38. Conclusion-LLEZadlXM8A.zh-CN.vtt
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38. Conclusion.html
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39. Summary.html
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img
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screen-shot-2018-05-11-at-11.03.34-am.png
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index.html
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Part 02-Module 01-Lesson 03_Control Flow
01. Introduction-eUrvACMMJ5w.ar.vtt
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01. Introduction-eUrvACMMJ5w.en.vtt
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01. Introduction-eUrvACMMJ5w.mp4
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5.9 MB
01. Introduction-eUrvACMMJ5w.pt-BR.vtt
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01. Introduction-eUrvACMMJ5w.zh-CN.vtt
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01. Introduction.html
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02. Conditional Statements.html
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02. If Elif and Else-KZubH5XT0eU.ar.vtt
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02. If Elif and Else-KZubH5XT0eU.en.vtt
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02. If Elif and Else-KZubH5XT0eU.mp4
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02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt
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02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt
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02. If Statements-jWiIUMrwPqA.ar.vtt
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02. If Statements-jWiIUMrwPqA.en.vtt
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02. If Statements-jWiIUMrwPqA.mp4
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02. If Statements-jWiIUMrwPqA.pt-BR.vtt
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02. If Statements-jWiIUMrwPqA.zh-CN.vtt
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02. Indentation-G8qUNOTHtrM.ar.vtt
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02. Indentation-G8qUNOTHtrM.en.vtt
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02. Indentation-G8qUNOTHtrM.mp4
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02. Indentation-G8qUNOTHtrM.pt-BR.vtt
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02. Indentation-G8qUNOTHtrM.zh-CN.vtt
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03. Practice Conditional Statements.html
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04. Solution Conditional Statements.html
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05. Quiz Conditional Statements.html
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06. Solution Conditional Statements.html
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07. Boolean Expressions for Conditions.html
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07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt
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07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt
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07. Complex Boolean Expressions-gWmIKWgzFqI.mp4
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07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt
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07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt
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07. Good And Bad Examples-95oLh3WtdhY.ar.vtt
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07. Good And Bad Examples-95oLh3WtdhY.en.vtt
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07. Good And Bad Examples-95oLh3WtdhY.mp4
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07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt
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07. Truth Value Testing-e52uw7ejV8k.ar.vtt
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07. Truth Value Testing-e52uw7ejV8k.mp4
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07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt
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07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt
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08. Quiz Boolean Expressions for Conditions.html
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09. Solution Boolean Expressions for Conditions.html
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10. For Loops-UtX0PXSUCdY.ar.vtt
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10. For Loops-UtX0PXSUCdY.en.vtt
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10. For Loops-UtX0PXSUCdY.mp4
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10. For Loops-UtX0PXSUCdY.pt-BR.vtt
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10. For Loops-UtX0PXSUCdY.zh-CN.vtt
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10. For Loops.html
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11. Practice For Loops.html
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12. Solution For Loops Practice.html
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13. Quiz For Loops.html
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14. Solution For Loops Quiz.html
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15. Quiz Match Inputs To Outputs.html
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16. Building Dictionaries.html
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17. Iterating Through Dictionaries with For Loops.html
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18. Quiz Iterating Through Dictionaries.html
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19. Solution Iterating Through Dictionaries.html
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9.28 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt
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20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4
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20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt
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20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt
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20. While Loops.html
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21. Practice While Loops.html
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22. Solution While Loops Practice.html
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23. Quiz While Loops.html
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24. Solution While Loops Quiz.html
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25. Break and Continue-F6qJAv9ts9Y.ar.vtt
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25. Break and Continue-F6qJAv9ts9Y.en.vtt
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25. Break and Continue-F6qJAv9ts9Y.mp4
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25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt
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25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt
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25. Break, Continue.html
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26. Quiz Break, Continue.html
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27. Solution Break, Continue.html
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28. Zip and Enumerate-bSJPzVArE7M.ar.vtt
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28. Zip and Enumerate-bSJPzVArE7M.en.vtt
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28. Zip and Enumerate-bSJPzVArE7M.mp4
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28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt
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28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt
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28. Zip and Enumerate.html
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29. Quiz Zip and Enumerate.html
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30. Solution Zip and Enumerate.html
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31. List Comprehensions-6qxo-NV9v_s.ar.vtt
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31. List Comprehensions-6qxo-NV9v_s.en.vtt
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31. List Comprehensions-6qxo-NV9v_s.mp4
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31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt
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31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt
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31. List Comprehensions.html
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32. Quiz List Comprehensions.html
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33. Solution List Comprehensions.html
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34. Conclusion.html
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34. Congrats!-vDoqpwCHxs4.ar.vtt
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34. Congrats!-vDoqpwCHxs4.en.vtt
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34. Congrats!-vDoqpwCHxs4.mp4
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34. Congrats!-vDoqpwCHxs4.pt-BR.vtt
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34. Congrats!-vDoqpwCHxs4.zh-CN.vtt
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index.html
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Part 02-Module 01-Lesson 04_Functions
01. Introduction-p5L4rTV1Pgk.ar.vtt
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01. Introduction-p5L4rTV1Pgk.en.vtt
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01. Introduction-p5L4rTV1Pgk.mp4
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01. Introduction-p5L4rTV1Pgk.pt-BR.vtt
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01. Introduction-p5L4rTV1Pgk.zh-CN.vtt
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01. Introduction.html
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02. Default Arguments-cG6UfBZX2KI.ar.vtt
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02. Default Arguments-cG6UfBZX2KI.en.vtt
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02. Default Arguments-cG6UfBZX2KI.mp4
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02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt
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02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt
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02. Defining Functions-IP_tJYhynbc.ar.vtt
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02. Defining Functions-IP_tJYhynbc.en.vtt
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02. Defining Functions-IP_tJYhynbc.mp4
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02. Defining Functions-IP_tJYhynbc.pt-BR.vtt
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02. Defining Functions-IP_tJYhynbc.zh-CN.vtt
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02. Defining Functions.html
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03. Quiz Defining Functions.html
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04. Solution Defining Functions.html
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05. Variable Scope-rYubQlAM-gw.ar.vtt
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05. Variable Scope-rYubQlAM-gw.en.vtt
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05. Variable Scope-rYubQlAM-gw.mp4
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05. Variable Scope-rYubQlAM-gw.pt-BR.vtt
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05. Variable Scope.html
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06. Variable Scope.html
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07. Solution Variable Scope.html
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08. Documentation-_Vl9NJkA6JQ.ar.vtt
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08. Documentation-_Vl9NJkA6JQ.en.vtt
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08. Documentation-_Vl9NJkA6JQ.mp4
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08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt
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08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt
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08. Documentation.html
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09. Quiz Documentation.html
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10. Solution Documentation.html
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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt
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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4
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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt
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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt
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11. Lambda Expressions.html
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12. Quiz Lambda Expressions.html
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13. Solution Lambda Expressions.html
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14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt
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14. Iterators And Generators-tYH8X4Zeh-0.en.vtt
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14. Iterators And Generators-tYH8X4Zeh-0.mp4
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14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt
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14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt
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14. [Optional] Iterators and Generators.html
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15. [Optional] Quiz Iterators and Generators.html
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16. [Optional] Solution Iterators and Generators.html
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17. [Optional] Generator Expressions.html
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18. Conclusion-QRnLr7pwHyk.ar.vtt
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18. Conclusion-QRnLr7pwHyk.en.vtt
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18. Conclusion-QRnLr7pwHyk.mp4
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18. Conclusion-QRnLr7pwHyk.pt-BR.vtt
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18. Conclusion-QRnLr7pwHyk.zh-CN.vtt
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18. Conclusion.html
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19. Further Learning.html
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index.html
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Part 02-Module 01-Lesson 05_Scripting
01. Introduction.html
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01. Scripting-Qxe_gCiXUDg.ar.vtt
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885 B
01. Scripting-Qxe_gCiXUDg.en.vtt
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645 B
01. Scripting-Qxe_gCiXUDg.mp4
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4.24 MB
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt
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810 B
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt
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02. Python Installation-2_P05aYChqQ.ar.vtt
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02. Python Installation-2_P05aYChqQ.en.vtt
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02. Python Installation-2_P05aYChqQ.mp4
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6.71 MB
02. Python Installation-2_P05aYChqQ.pt-BR.vtt
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02. Python Installation-2_P05aYChqQ.zh-CN.vtt
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02. Python Installation.html
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03. Install Python Using Anaconda.html
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04. [For Windows] Configuring Git Bash to Run Python.html
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05. Running A Python Script-vMKemwCderg.ar.vtt
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05. Running A Python Script-vMKemwCderg.en.vtt
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05. Running A Python Script-vMKemwCderg.mp4
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05. Running A Python Script-vMKemwCderg.pt-BR.vtt
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05. Running a Python Script.html
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06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt
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06. Programming Environment Setup-EKxDnCK0NAk.en.vtt
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06. Programming Environment Setup-EKxDnCK0NAk.mp4
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06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt
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06. Programming Environment Setup.html
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07. Editing a Python Script.html
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08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt
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08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt
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08. Scripting With Raw Input-Fs9uLV2qfgI.mp4
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08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt
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08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt
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08. Scripting with Raw Input.html
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09. Quiz Scripting with Raw Input.html
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10. Solution Scripting with Raw Input.html
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11. Errors And Exceptions-DmthSiy2d0U.ar.vtt
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11. Errors And Exceptions-DmthSiy2d0U.en.vtt
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11. Errors And Exceptions-DmthSiy2d0U.mp4
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11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt
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11. Errors and Exceptions.html
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12. Errors and Exceptions.html
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13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt
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13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt
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13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4
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13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt
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13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt
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13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4
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13. Handling Errors.html
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14. Practice Handling Input Errors.html
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15. Solution Handling Input Errors.html
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16. Accessing Error Messages.html
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17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt
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17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt
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17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4
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5.92 MB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt
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17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt
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17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt
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17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt
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17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4
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17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt
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17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt
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17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt
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17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt
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17. Reading And Writing Files-w-ZG6DMkVi4.mp4
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17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt
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17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt
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17. Reading and Writing Files.html
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12.79 KB
18. Quiz Reading and Writing Files.html
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16.72 KB
19. Solution Reading and Writing Files.html
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8.84 KB
20. Importing Files-qjeSn6zZbR0.ar.vtt
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20. Importing Files-qjeSn6zZbR0.en.vtt
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20. Importing Files-qjeSn6zZbR0.mp4
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11.41 MB
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt
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7.35 KB
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt
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6.19 KB
20. Importing Local Scripts.html
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11.39 KB
21. The Standard Library-Fw3vf0tDrJM.ar.vtt
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21. The Standard Library-Fw3vf0tDrJM.en.vtt
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21. The Standard Library-Fw3vf0tDrJM.mp4
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10.55 MB
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt
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21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt
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21. The Standard Library.html
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22. Quiz The Standard Library.html
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23. Solution The Standard Library.html
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24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt
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24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt
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24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4
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5 MB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt
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24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt
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24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt
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24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt
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24. Techniques For Importing Modules-jPGyFgcIvsM.mp4
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24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt
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24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt
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24. Techniques for Importing Modules.html
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25. Quiz Techniques for Importing Modules.html
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26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt
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26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt
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26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4
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7.36 MB
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt
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26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt
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26. Third-Party Libraries.html
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27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt
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27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt
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27. Experimenting With An Interpreter-hspPtnQwMPg.mp4
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5.58 MB
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt
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27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt
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27. Experimenting with an Interpreter.html
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28. Online Resources.html
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13.94 KB
29. Conclusion-rEMrswkLvh8.ar.vtt
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29. Conclusion-rEMrswkLvh8.en.vtt
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473 B
29. Conclusion-rEMrswkLvh8.mp4
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29. Conclusion-rEMrswkLvh8.pt-BR.vtt
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508 B
29. Conclusion-rEMrswkLvh8.zh-CN.vtt
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456 B
29. Conclusion.html
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img
generate-messages-output.png
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step1-cd.png
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step2-pwd.png
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step3-path.png
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step4-alias.png
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step5-source.png
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step6-testrun.png
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index.html
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Part 02-Module 02-Lesson 01_Lab Classifying Images
01. Instructor.html
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6.69 KB
02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.en.vtt
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02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.mp4
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1.55 MB
02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.pt-BR.vtt
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02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.zh-CN.vtt
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02. Lab Description.html
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03. AIPND Python Lab - Lab Instructions Video-Pv4yi_OJtuU.en.vtt
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03. AIPND Python Lab - Lab Instructions Video-Pv4yi_OJtuU.mp4
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2.54 MB
03. AIPND Python Lab - Lab Instructions Video-Pv4yi_OJtuU.pt-BR.vtt
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03. AIPND Python Lab - Lab Instructions Video-Pv4yi_OJtuU.zh-CN.vtt
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03. Lab Instructions.html
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04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.en.vtt
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04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.mp4
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8.21 MB
04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.pt-BR.vtt
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04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.zh-CN.vtt
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04. Workspace How-to.html
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05. Workspaces Best Practices.html
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06. Lab Workspace.html
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07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.en.vtt
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07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.mp4
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07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.pt-BR.vtt
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07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.zh-CN.vtt
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07. Timing Code.html
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08. AIPND Python Lab - Command Line Arguments Solutions Video-tuBIyuPrXFY.en.vtt
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08. AIPND Python Lab - Command Line Arguments Solutions Video-tuBIyuPrXFY.mp4
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08. AIPND Python Lab - Command Line Arguments Solutions Video-tuBIyuPrXFY.pt-BR.vtt
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08. AIPND Python Lab - Command Line Arguments Solutions Video-tuBIyuPrXFY.zh-CN.vtt
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08. Command Line Arguments.html
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09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.en.vtt
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09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.mp4
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09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.pt-BR.vtt
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09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.zh-CN.vtt
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09. Mutable Data Types and Functions.html
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10. Creating Pet Image Labels - Part 1.html
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11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.en.vtt
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11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.mp4
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5.36 MB
11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.pt-BR.vtt
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11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.zh-CN.vtt
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11. Creating Pet Image Labels - Part 2.html
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12. Classifying Images - Part 1.html
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13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.en.vtt
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13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.mp4
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8.76 MB
13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.pt-BR.vtt
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13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.zh-CN.vtt
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13. Classifying Images - Part 2.html
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14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.en.vtt
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14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.mp4
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14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.pt-BR.vtt
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14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.zh-CN.vtt
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14. Classifying Labels as Dogs.html
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15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.en.vtt
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15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.mp4
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15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.pt-BR.vtt
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15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.zh-CN.vtt
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15. Calculating Results.html
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16. AIPND Python Lab - Printing Results Solutions Video-XRnoQry3ubU.en.vtt
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16. AIPND Python Lab - Printing Results Solutions Video-XRnoQry3ubU.mp4
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16. AIPND Python Lab - Printing Results Solutions Video-XRnoQry3ubU.pt-BR.vtt
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16. AIPND Python Lab - Printing Results Solutions Video-XRnoQry3ubU.zh-CN.vtt
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16. Printing Results.html
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17. Results.html
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18. Concluding Remarks.html
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19. Lab Solution Workspace.html
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img
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index.html
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Part 03-Module 01-Lesson 01_Anaconda
01. Instructor.html
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02. Introduction.html
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02. Why Anaconda-VXukXZv7SCQ.ar.vtt
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02. Why Anaconda-VXukXZv7SCQ.en.vtt
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02. Why Anaconda-VXukXZv7SCQ.mp4
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02. Why Anaconda-VXukXZv7SCQ.pt-BR.vtt
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02. Why Anaconda-VXukXZv7SCQ.zh-CN.vtt
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03. What is Anaconda.html
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04. Installing Anaconda.html
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05. Managing packages.html
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06. Managing environments.html
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07. More environment actions.html
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08. Best practices.html
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09. On Python versions at Udacity.html
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img
conda-create-env.png
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conda-env-export.png
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conda-install.png
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conda-search.png
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screen-shot-2018-03-19-at-2.49.57-pm.png
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index.html
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media
conda_default_install.mp4
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conda_enter.mp4
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conda_install.mp4
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Part 03-Module 01-Lesson 02_Jupyter Notebooks
01. Instructor.html
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02. Jupyter-qiYDWFLyXvg.ar.vtt
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02. Jupyter-qiYDWFLyXvg.en.vtt
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02. Jupyter-qiYDWFLyXvg.mp4
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7.12 MB
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt
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2.41 KB
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt
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02. What are Jupyter notebooks.html
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12.26 KB
03. Installing Jupyter Notebook.html
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5.8 KB
04. Launching the notebook server.html
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10.69 KB
05. Notebook interface.html
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9.41 KB
06. Code cells.html
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6.07 KB
07. Markdown cells.html
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9.52 KB
08. Keyboard shortcuts.html
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5.92 KB
09. Magic keywords.html
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9.91 KB
10. Converting notebooks.html
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7.04 KB
11. Creating a slideshow.html
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7.87 KB
12. Finishing up.html
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5.76 KB
img
conda-environments.png
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conda-tab.png
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magic-matplotlib.png
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magic-pdb.png
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magic-timeit.png
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magic-timeit2.png
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nbconvert-example.png
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new-notebook.png
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notebook-components.png
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notebook-download.png
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notebook-json.png
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notebook-server.png
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notebook-shutdown.png
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screen-shot-2018-03-19-at-2.49.57-pm.png
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server-shutdown.png
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slides-cell-toolbar-menu.png
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slides-choose-slide-type.png
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index.html
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4.31 KB
media
Markdown+cells.mp4
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command+palette.mp4
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notebook+interface.mp4
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Part 03-Module 01-Lesson 03_NumPy
01. Instructors.html
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6.99 KB
02. Introduction to NumPy.html
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8.7 KB
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt
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03. NumPy 0 V1-vyjMs8KFHlE.mp4
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4.35 MB
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt
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03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt
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03. Why Use NumPy.html
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8.25 KB
04. Creating and Saving NumPy ndarrays.html
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17.98 KB
04. NumPy 1 V1-EOHW29kDg7w.en.vtt
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04. NumPy 1 V1-EOHW29kDg7w.mp4
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7.53 MB
04. NumPy 1 V1-EOHW29kDg7w.pt-BR.vtt
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04. NumPy 1 V1-EOHW29kDg7w.zh-CN.vtt
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05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt
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05. NumPy 2 V1-KR3hHf9Zxxg.mp4
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05. NumPy 2 V1-KR3hHf9Zxxg.pt-BR.vtt
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05. NumPy 2 V1-KR3hHf9Zxxg.zh-CN.vtt
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10.77 KB
05. Using Built-in Functions to Create ndarrays.html
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06. Create an ndarray.html
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07. Accessing, Deleting, and Inserting Elements Into ndarrays.html
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16.93 KB
07. NumPy 3 V1-Rt4aydeo9F8.en.vtt
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07. NumPy 3 V1-Rt4aydeo9F8.mp4
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8.5 MB
07. NumPy 3 V1-Rt4aydeo9F8.pt-BR.vtt
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07. NumPy 3 V1-Rt4aydeo9F8.zh-CN.vtt
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08. NumPy 4 V1-jeU7lLgyMms.en.vtt
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08. NumPy 4 V1-jeU7lLgyMms.mp4
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08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt
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08. NumPy 4 V1-jeU7lLgyMms.zh-CN.vtt
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08. Slicing ndarrays.html
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16.23 KB
09. Boolean Indexing, Set Operations, and Sorting.html
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13.21 KB
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt
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09. NumPy 5 V1-vGjI-WTnEbY.mp4
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09. NumPy 5 V1-vGjI-WTnEbY.pt-BR.vtt
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09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt
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10. Manipulating ndarrays.html
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11. Arithmetic operations and Broadcasting.html
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17.26 KB
11. NumPy 6 V1-wtLRuGK0kW4.en.vtt
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11. NumPy 6 V1-wtLRuGK0kW4.mp4
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11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt
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11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt
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12. Creating ndarrays with Broadcasting.html
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13. Getting Set Up for the Mini-Project.html
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14. Mini-Project Mean Normalization and Data Separation.html
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img
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screen-shot-2018-03-19-at-3.21.24-pm.png
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index.html
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Part 03-Module 01-Lesson 04_Pandas
01. Instructors.html
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6.52 KB
02. Introduction to Pandas.html
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03. Why Use Pandas.html
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04. Creating Pandas Series.html
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10.17 KB
04. Pandas 1 V1-iXnYN8cnhzs.en.vtt
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04. Pandas 1 V1-iXnYN8cnhzs.mp4
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04. Pandas 1 V1-iXnYN8cnhzs.zh-CN.vtt
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05. Accessing and Deleting Elements in Pandas Series.html
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05. Pandas 2 V1-B7MuFIwboKU.en.vtt
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05. Pandas 2 V1-B7MuFIwboKU.mp4
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06. Arithmetic Operations on Pandas Series.html
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13.51 KB
06. Pandas 3 V1-yhMT0X6YPFA.en.vtt
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06. Pandas 3 V1-yhMT0X6YPFA.mp4
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3.51 MB
06. Pandas 3 V1-yhMT0X6YPFA.pt-BR.vtt
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06. Pandas 3 V1-yhMT0X6YPFA.zh-CN.vtt
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07. Manipulate a Series.html
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08. Creating Pandas DataFrames.html
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21.48 KB
08. Pandas 4 V1-eMHUn9v9dds.en.vtt
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08. Pandas 4 V1-eMHUn9v9dds.mp4
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08. Pandas 4 V1-eMHUn9v9dds.pt-BR.vtt
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08. Pandas 4 V1-eMHUn9v9dds.zh-CN.vtt
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09. Accessing Elements in Pandas DataFrames.html
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29.42 KB
09. Pandas 5 V1-lClsJnZn_7w.en.vtt
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09. Pandas 5 V1-lClsJnZn_7w.mp4
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09. Pandas 5 V1-lClsJnZn_7w.pt-BR.vtt
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09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt
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10. Dealing with NaN.html
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32.93 KB
10. Pandas 6 V1-GS1kj04XQcM.en.vtt
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10. Pandas 6 V1-GS1kj04XQcM.mp4
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10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt
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11. Manipulate a DataFrame.html
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12. Loading Data into a Pandas DataFrame.html
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12. Pandas 7 V1-ruTYp-twXO0.en.vtt
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12. Pandas 7 V1-ruTYp-twXO0.mp4
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12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt
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13. Getting Set Up for the Mini-Project.html
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6.69 KB
14. Mini-Project Statistics From Stock Data.html
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6.68 KB
img
screen-shot-2018-03-19-at-2.30.59-pm.png
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screen-shot-2018-03-19-at-3.21.24-pm.png
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index.html
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4.7 KB
Part 03-Module 01-Lesson 05_Matplotlib and Seaborn Part 1
01. Instructor.html
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6.67 KB
02. Introduction.html
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6.36 KB
02. L3 011 Intro V3-4BpAF4MYKm8.en.vtt
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02. L3 011 Intro V3-4BpAF4MYKm8.mp4
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02. L3 011 Intro V3-4BpAF4MYKm8.zh-CN.vtt
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03. Tidy Data.html
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04. Bar Charts.html
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14.23 KB
04. DataVis L3 03 V2-srRhFrSPdvs.en.vtt
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04. DataVis L3 03 V2-srRhFrSPdvs.mp4
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04. DataVis L3 03 V2-srRhFrSPdvs.zh-CN.vtt
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04. L3 031 Bar Charts V3-ybXcduB6cXA.en.vtt
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04. L3 031 Bar Charts V3-ybXcduB6cXA.mp4
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6.41 MB
04. L3 031 Bar Charts V3-ybXcduB6cXA.pt-BR.vtt
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04. L3 031 Bar Charts V3-ybXcduB6cXA.zh-CN.vtt
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2.77 KB
05. Absolute vs. Relative Frequency.html
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11.78 KB
05. DataVis L3 04 V2-HLum_ys7RJ0.en.vtt
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05. DataVis L3 04 V2-HLum_ys7RJ0.mp4
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4.32 MB
05. DataVis L3 04 V2-HLum_ys7RJ0.pt-BR.vtt
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05. DataVis L3 04 V2-HLum_ys7RJ0.zh-CN.vtt
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05. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.en.vtt
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05. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.mp4
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05. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.pt-BR.vtt
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05. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.zh-CN.vtt
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06. Counting Missing Data.html
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8.23 KB
07. Bar Chart Practice.html
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6.8 KB
08. L3 071 Pie Charts V3-kSrJGJHTKV8.en.vtt
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08. L3 071 Pie Charts V3-kSrJGJHTKV8.mp4
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6.05 MB
08. L3 071 Pie Charts V3-kSrJGJHTKV8.pt-BR.vtt
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2.91 KB
08. L3 071 Pie Charts V3-kSrJGJHTKV8.zh-CN.vtt
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2.13 KB
08. Pie Charts.html
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12.31 KB
09. DataVis L3 08 V2-f1we_0dUSXg.en.vtt
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09. DataVis L3 08 V2-f1we_0dUSXg.mp4
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09. DataVis L3 08 V2-f1we_0dUSXg.zh-CN.vtt
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09. Histograms.html
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09. L3 081 Histograms V2-RLez9L0htGQ.en.vtt
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09. L3 081 Histograms V2-RLez9L0htGQ.mp4
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09. L3 081 Histograms V2-RLez9L0htGQ.pt-BR.vtt
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09. L3 081 Histograms V2-RLez9L0htGQ.zh-CN.vtt
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10. Histogram Practice.html
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6.8 KB
11. Figures, Axes, and Subplots.html
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18.51 KB
12. Choosing a Plot for Discrete Data.html
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10.28 KB
13. DataVis L3 11 V1-C8DGwJa_adA.en.vtt
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13. DataVis L3 11 V1-C8DGwJa_adA.mp4
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1.32 MB
13. DataVis L3 11 V1-C8DGwJa_adA.pt-BR.vtt
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13. DataVis L3 11 V1-C8DGwJa_adA.zh-CN.vtt
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1.22 KB
13. Descriptive Statistics, Outliers and Axis Limits.html
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9.65 KB
13. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.en.vtt
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13. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.mp4
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4.6 MB
13. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.pt-BR.vtt
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13. L3 111 Descriptive Stats Outliers And Axis Limits V2-kQoK7UwrGh0.zh-CN.vtt
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2.49 KB
14. DataVis L3 12 V2-fo0VIbQRBJk.en.vtt
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14. DataVis L3 12 V2-fo0VIbQRBJk.mp4
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3.05 MB
14. DataVis L3 12 V2-fo0VIbQRBJk.pt-BR.vtt
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14. DataVis L3 12 V2-fo0VIbQRBJk.zh-CN.vtt
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14. L3 121 Scales And Transformations V3-PE53ga2bOME.en.vtt
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14. L3 121 Scales And Transformations V3-PE53ga2bOME.mp4
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14. L3 121 Scales And Transformations V3-PE53ga2bOME.pt-BR.vtt
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14. L3 121 Scales And Transformations V3-PE53ga2bOME.zh-CN.vtt
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3.46 KB
14. Scales and Transformations.html
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14.91 KB
15. Scales and Transformations Practice.html
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6.84 KB
16. L3 141 Lesson Summary V1-7ZaSMbsJUWU.en.vtt
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16. L3 141 Lesson Summary V1-7ZaSMbsJUWU.mp4
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16. L3 141 Lesson Summary V1-7ZaSMbsJUWU.pt-BR.vtt
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16. L3 141 Lesson Summary V1-7ZaSMbsJUWU.zh-CN.vtt
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16. Lesson Summary.html
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17. Extra Kernel Density Estimation.html
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img
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l3-c03-barchart3.png
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l3-c04-relfreqchart1.png
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l3-c04-relfreqchart2.png
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l3-c05-missingdata1.png
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l3-c07-piecharts2.png
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l3-c08-histograms1.png
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l3-c08-histograms3.png
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l3-c08-histograms4.png
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l3-c09b-subplots4.png
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l3-c09b-subplotsa.png
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l3-c10-dierolls1.png
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l3-c11-outliers1.png
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l3-c12-transforms1.png
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l3-c15-kde1.png
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screen-shot-2018-03-19-at-3.41.27-pm.png
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tidy-data-four.png
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tidy-data-one.png
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tidy-data-three.png
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tidy-data-two.png
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index.html
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Part 03-Module 01-Lesson 06_Matplotlib and Seaborn Part 2
01. Introduction.html
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6.43 KB
01. L4 011 Intro V2-JzvJIWG8Rk4.en.vtt
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01. L4 011 Intro V2-JzvJIWG8Rk4.mp4
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3.36 MB
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01. L4 011 Intro V2-JzvJIWG8Rk4.zh-CN.vtt
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02. Data Vis L4 C02 V1-wBDC5AmYgyg.en.vtt
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02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.en.vtt
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02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.mp4
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02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.pt-BR.vtt
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02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.zh-CN.vtt
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02. Scatterplots and Correlation.html
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03. Data Vis L4 C03 V1-0F6ldBC6Nbs.en.vtt
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03. Data Vis L4 C03 V1-0F6ldBC6Nbs.mp4
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03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.en.vtt
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03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.mp4
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03. Overplotting, Transparency, and Jitter.html
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04. Data Vis L4 C04 V1-O6ElT4IFXc0.en.vtt
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04. Data Vis L4 C04 V1-O6ElT4IFXc0.mp4
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04. Heat Maps.html
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04. L4 041 Heat Maps V4-RyCdvsmBjtE.en.vtt
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04. L4 041 Heat Maps V4-RyCdvsmBjtE.mp4
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04. L4 041 Heat Maps V4-RyCdvsmBjtE.zh-CN.vtt
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05. Scatterplot Practice.html
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06. Data Vis L4 C06 V2-f8Kh4PByiEA.en.vtt
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06. Data Vis L4 C06 V2-f8Kh4PByiEA.zh-CN.vtt
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06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.en.vtt
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06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.mp4
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06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.pt-BR.vtt
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06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.zh-CN.vtt
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06. Violin Plots.html
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07. Box Plots.html
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07. Data Vis L4 C07 V1-f6v3L3IDo24.en.vtt
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07. Data Vis L4 C07 V1-f6v3L3IDo24.mp4
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07. L4 071 Box Plots V4-3gxJag12T0g.en.vtt
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08. Violin and Box Plot Practice.html
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09. Clustered Bar Charts.html
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09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.en.vtt
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10. Categorical Plot Practice.html
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11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.en.vtt
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11. Faceting.html
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11. L4 111 Faceting V2-oUYRqI6wFGw.en.vtt
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12. Adaptation of Univariate Plots.html
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12. Data Vis L4 C12 V2-aJncRqqJUYI.en.vtt
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12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.en.vtt
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12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.mp4
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13. Data Vis L4 C13 V1-Z7NjwA6jbjU.en.vtt
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13. L4 131 Line Plots V1-kSntEWPuOa0.en.vtt
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13. Line Plots.html
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14. Additional Plot Practice.html
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15. L4 151 Lesson Summary V1-5igqM44KEmw.en.vtt
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15. Lesson Summary.html
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16. Postscript Multivariate Visualization.html
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17. Extra Swarm Plots.html
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18. Extra Rug and Strip Plots.html
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index.html
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Part 04-Module 01-Lesson 01_Introduction
01. Our Goal .html
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02. Instructors.html
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03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt
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03. Essence of Linear Algebra.html
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04. Structure of this lesson.html
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05. Working with Equations.html
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06. Try our workspace out!.html
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07. Try our workspace again!.html
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grant.png
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index.html
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Part 04-Module 01-Lesson 02_Vectors
01. Vectors 1-oPBz-MLVUHk.en.vtt
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01. Vectors 1-oPBz-MLVUHk.mp4
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01. What's a Vector.html
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02. Vectors, what even are they Part 2.html
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03. Vectors 3-mWV_MpEjz9c.en.vtt
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03. Vectors, what even are they Part 3.html
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04. Vectors- Mathematical definition .html
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05. Transpose.html
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06. Magnitude and Direction .html
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07. Vectors- Quiz 1.html
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08. Operations in the Field.html
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09. Vector Addition.html
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10. Vectors- Quiz 2.html
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11. Scalar by Vector Multiplication.html
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12. Vectors Quiz 3.html
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13. Vectors Quiz Answers.html
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index.html
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Part 04-Module 01-Lesson 03_Linear Combination
01. Linear Combination. Part 1.html
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01. Linear Combinations 1-fmal7UE7dEE.en.vtt
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02. Linear Combination. Part 2.html
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03. Linear Combination and Span.html
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04. Linear Combination -Quiz 1.html
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05. Linear Dependency .html
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06. Solving a Simplified Set of Equations.html
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07. Linear Combination - Quiz 2.html
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08. Linear Combination - Quiz 3.html
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Part 04-Module 01-Lesson 04_Linear Transformation and Matrices
01. What is a Matrix.html
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02. Matrix Addition.html
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03. Matrix Addition Quiz.html
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04. Scalar Multiplication of Matrix and Quiz.html
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05. Multiplication of a Square Matrices.html
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06. Square Matrix Multiplication Quiz.html
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07. Matrix Multiplication - General.html
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08. Matrix Multiplication Quiz.html
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09. Linear Transformation and Matrices . Part 1.html
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09. Linear Transformations 1-99jYIxBRDww.en.vtt
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10. Linear Transformation and Matrices. Part 2.html
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10. Linear Transformations 2-imtEd8M6__s.en.vtt
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11. Linear Transformation and Matrices. Part 3.html
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11. Linear Transformations 3-g_yTyRwMzXU.en.vtt
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11. Linear Transformations 3-g_yTyRwMzXU.mp4
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12. Linear Transformation Quiz Answers.html
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img
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index.html
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Part 04-Module 02-Lesson 01_Vectors Lab
01. Vectors Lab.html
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5.16 KB
02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.en.vtt
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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.mp4
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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.pt-BR.vtt
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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.en.vtt
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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.mp4
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02. Vectors Lab Solution.html
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index.html
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Part 04-Module 02-Lesson 02_Linear Combination Lab
01. Linear Combination.html
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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.en.vtt
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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.mp4
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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.pt-BR.vtt
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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.zh-CN.vtt
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02. Linear Combination Lab Solution.html
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index.html
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Part 04-Module 02-Lesson 03_Linear Mapping Lab
01. Lab Description.html
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02. Visualizing Matrix Multiplication.html
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03. Matrix Multiplication Lab.html
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04. AIPND Linear Algebra Currency Conversion Problem v2-wmHk5cL5NJA.en.vtt
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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.en.vtt
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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.mp4
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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.pt-BR.vtt
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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.en.vtt
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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.mp4
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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.pt-BR.vtt
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04. Linear Mapping Lab Solution.html
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index.html
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Part 04-Module 02-Lesson 04_Linear Algebra in Neural Networks
01. Instructor.html
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02. Brief Introduction .html
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03. Dolly Inside Head 1 -tyam5ZncjNw.en.vtt
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03. Dolly Inside Head 1 -tyam5ZncjNw.mp4
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03. Dolly Inside Head 1 -tyam5ZncjNw.pt-BR.vtt
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03. What is a Neural Network.html
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04. How Are The Neurons Connected.html
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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.en.vtt
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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.mp4
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05. Putting The Pieces Together.html
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06. Linear Algebra 06 FeedForward A V7 PAIND83 V1-kQ6rNndcA1I.en.vtt
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06. The Feedforward Process- Finding h.html
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07. LinearAlgebra 07 FeedForward PAIND85 V3-pvF6jpS_-cU.en.vtt
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07. The Feedforward Process- Finding y.html
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img
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index.html
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Part 05-Module 01-Lesson 01_Introduction to Neural Networks
01. Instructor.html
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02. Introduction-tn-CrUTkCUc.en.vtt
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02. Introduction-tn-CrUTkCUc.mp4
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02. Introduction-tn-CrUTkCUc.pt-BR.vtt
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02. Introduction-tn-CrUTkCUc.zh-CN.vtt
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02. Introduction.html
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03. Classification Problems 1.html
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03. Classsification Example-Dh625piH7Z0.en.vtt
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03. Classsification Example-Dh625piH7Z0.mp4
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04. Classification Example-46PywnGa_cQ.en.vtt
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04. Classification Example-46PywnGa_cQ.mp4
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04. Classification Problems 2.html
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05. Linear Boundaries-X-uMlsBi07k.en.vtt
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05. Linear Boundaries-X-uMlsBi07k.mp4
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05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt
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05. Linear Boundaries.html
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06. 09 Higher Dimensions-eBHunImDmWw.en.vtt
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06. 09 Higher Dimensions-eBHunImDmWw.mp4
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06. Higher Dimensions.html
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07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt
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07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4
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07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt
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07. Perceptrons.html
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08. Why Neural Networks-zAkzOZntK6Y.en.vtt
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08. Why Neural Networks-zAkzOZntK6Y.mp4
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08. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt
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08. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt
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08. Why Neural Networks.html
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09. AND And OR Perceptrons-45K5N0P9wJk.en.vtt
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09. AND And OR Perceptrons-45K5N0P9wJk.mp4
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09. AND And OR Perceptrons-45K5N0P9wJk.zh-CN.vtt
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09. Perceptrons as Logical Operators.html
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09. XOR Perceptron-TF83GfjYLdw.en.vtt
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09. XOR Perceptron-TF83GfjYLdw.mp4
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10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt
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10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4
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10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt
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10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt
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10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4
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10. Perceptron Algorithm--zhTROHtscQ.en.vtt
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10. Perceptron Algorithm--zhTROHtscQ.mp4
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10. Perceptron Algorithm--zhTROHtscQ.pt-BR.vtt
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10. Perceptron Trick.html
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11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt
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11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4
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11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt
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11. Perceptron Algorithm.html
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12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt
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12. Non-Linear Regions-B8UrWnHh1Wc.mp4
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12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt
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12. Non-Linear Regions.html
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13. Error Functions-YfUUunxWIJw.en.vtt
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13. Error Functions-YfUUunxWIJw.mp4
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13. Error Functions-YfUUunxWIJw.pt-BR.vtt
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13. Error Functions.html
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14. Error Functions-jfKShxGAbok.en.vtt
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14. Error Functions-jfKShxGAbok.mp4
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14. Error Functions-jfKShxGAbok.pt-BR.vtt
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14. Error Functions-jfKShxGAbok.zh-CN.vtt
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14. Log-loss Error Function.html
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15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt
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15. Discrete vs Continuous-rdP-RPDFkl0.mp4
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15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt
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15. Discrete vs Continuous.html
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15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt
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15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4
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15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt
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15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt
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16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt
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16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4
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16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt
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16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt
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16. DL 18 S Softmax-n8S-v_LCTms.en.vtt
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16. DL 18 S Softmax-n8S-v_LCTms.mp4
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16. Quiz - Softmax-NNoezNnAMTY.en.vtt
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16. Quiz - Softmax-NNoezNnAMTY.mp4
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16. Softmax.html
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17. One-Hot Encoding-AePvjhyvsBo.en.vtt
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17. One-Hot Encoding-AePvjhyvsBo.mp4
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17. One-Hot Encoding.html
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18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt
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18. Maximum Likelihood 1-1yJx-QtlvNI.mp4
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18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt
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18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt
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18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4
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18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt
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18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt
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18. Maximum Likelihood.html
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19. Maximizing Probabilities.html
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19. Quiz - Cross 1--xxrisIvD0E.en.vtt
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19. Quiz - Cross 1--xxrisIvD0E.mp4
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19. Quiz - Cross 1--xxrisIvD0E.pt-BR.vtt
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19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt
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19. Quiz Cross Entropy-njq6bYrPqSU.mp4
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19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt
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20. Cross Entropy 1-iREoPUrpXvE.en.vtt
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20. Cross Entropy 1-iREoPUrpXvE.mp4
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20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt
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20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt
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20. Cross-Entropy 1.html
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21. Cross-Entropy 2.html
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21. CrossEntropy V1-1BnhC6e0TFw.en.vtt
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21. CrossEntropy V1-1BnhC6e0TFw.mp4
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21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt
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21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt
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21. Formula For Cross 1-qvr_ego_d6w.en.vtt
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21. Formula For Cross 1-qvr_ego_d6w.mp4
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21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt
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21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt
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22. Multi-Class Cross Entropy.html
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23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt
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23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4
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23. Error Function-V5kkHldUlVU.en.vtt
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23. Error Function-V5kkHldUlVU.mp4
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23. Logistic Regression.html
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24. Gradient Descent-rhVIF-nigrY.en.vtt
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24. Gradient Descent-rhVIF-nigrY.mp4
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24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt
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24. Gradient Descent.html
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25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt
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25. Gradient Descent Algorithm-snxmBgi_GeU.mp4
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25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt
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25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt
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25. Logistic Regression Algorithm.html
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26. Pre-Lab Gradient Descent.html
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27. Notebook Gradient Descent.html
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28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt
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28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4
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28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt
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28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt
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28. Perceptron vs Gradient Descent.html
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29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt
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29. Continuous Perceptrons-07-JJ-aGEfM.mp4
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29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt
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29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt
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29. Continuous Perceptrons.html
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30. Non-Linear Data-F7ZiE8PQiSc.en.vtt
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30. Non-Linear Data-F7ZiE8PQiSc.mp4
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30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt
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30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt
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30. Non-linear Data.html
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31. Non-Linear Models-HWuBKCZsCo8.en.vtt
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31. Non-Linear Models-HWuBKCZsCo8.mp4
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31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt
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31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt
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31. Non-Linear Models.html
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32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt
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32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4
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32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt
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32. Combinando modelos-Boy3zHVrWB4.en.vtt
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32. Combinando modelos-Boy3zHVrWB4.mp4
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32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt
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32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt
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32. Layers-pg99FkXYK0M.en.vtt
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32. Layers-pg99FkXYK0M.mp4
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32. Layers-pg99FkXYK0M.pt-BR.vtt
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32. Multiclass Classification-uNTtvxwfox0.en.vtt
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32. Multiclass Classification-uNTtvxwfox0.mp4
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32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt
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32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt
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32. Neural Network Architecture.html
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33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt
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33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4
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33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt
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33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt
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33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt
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33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4
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33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt
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33. Feedforward.html
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34. Backpropagation V2-1SmY3TZTyUk.en.vtt
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34. Backpropagation V2-1SmY3TZTyUk.mp4
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34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt
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34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt
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34. Backpropagation.html
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34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt
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34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4
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34. Chain Rule-YAhIBOnbt54.en.vtt
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34. Chain Rule-YAhIBOnbt54.mp4
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34. Chain Rule-YAhIBOnbt54.pt-BR.vtt
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34. Chain Rule-YAhIBOnbt54.zh-CN.vtt
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34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt
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34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4
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34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt
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35. Pre-Lab Analyzing Student Data.html
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36. Notebook Analyzing Student Data.html
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37. Outro.html
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index.html
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Part 05-Module 01-Lesson 02_Implementing Gradient Descent
01. Mean Squared Error Function.html
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02. Gradient Descent-29PmNG7fuuM.en.vtt
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02. Gradient Descent-29PmNG7fuuM.mp4
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02. Gradient Descent.html
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03. Gradient Descent The Math.html
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03. Gradient Descent-Math-7sxA5Ap8AWM.en.vtt
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03. Gradient Descent-Math-7sxA5Ap8AWM.mp4
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03. Gradient Descent-Math-7sxA5Ap8AWM.pt-BR.vtt
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03. Gradient Descent-Math-7sxA5Ap8AWM.zh-CN.vtt
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04. Gradient Descent The Code.html
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05. Implementing Gradient Descent.html
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06. Multilayer Perceptrons.html
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06. Multilayer perceptrons-Rs9petvTBLk.en-US.vtt
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06. Multilayer perceptrons-Rs9petvTBLk.mp4
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06. Multilayer perceptrons-Rs9petvTBLk.zh-CN.vtt
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07. Backpropagation-MZL97-2joxQ.en-US.vtt
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07. Backpropagation-MZL97-2joxQ.mp4
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07. Backpropagation-MZL97-2joxQ.zh-CN.vtt
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07. Backpropagation.html
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08. Implementing Backpropagation.html
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09. Further Reading.html
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backprop-error.gif
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backprop-general.gif
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backprop-network.png
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derivative-example.png
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example-data.png
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gradient-descent.png
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hidden-errors.gif
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input-times-weights.png
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inputs-matrix.png
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local-minima.png
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mat-headshot.png
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matrix-mult-3.png
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mse.png
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network-with-labeled-nodes.png
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index.html
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Part 05-Module 01-Lesson 03_Training Neural Networks
01. Instructor.html
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6.18 KB
02. Training Optimization-UiGKhx9pUYc.en.vtt
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02. Training Optimization-UiGKhx9pUYc.mp4
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2.96 MB
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt
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874 B
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt
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840 B
02. Training Optimization.html
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6.18 KB
03. Testing-EeBZpb-PSac.en.vtt
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2.41 KB
03. Testing-EeBZpb-PSac.mp4
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2 MB
03. Testing-EeBZpb-PSac.pt-BR.vtt
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2.37 KB
03. Testing-EeBZpb-PSac.zh-CN.vtt
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1.99 KB
03. Testing.html
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6.08 KB
04. Overfitting and Underfitting.html
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04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt
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04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4
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6.42 MB
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04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt
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05. Early Stopping.html
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05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt
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05. Model Complexity Graph-NnS0FJyVcDQ.mp4
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06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt
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1.01 MB
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06. Regularization.html
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07. Regularization 2.html
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07. Regularization-ndYnUrx8xvs.en.vtt
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07. Regularization-ndYnUrx8xvs.mp4
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08. Dropout-Ty6K6YiGdBs.en.vtt
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08. Dropout-Ty6K6YiGdBs.mp4
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08. Dropout-Ty6K6YiGdBs.pt-BR.vtt
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08. Dropout.html
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09. Local Minima-gF_sW_nY-xw.en.vtt
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09. Local Minima.html
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10. Random Restart-idyBBCzXiqg.en.vtt
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10. Random Restart-idyBBCzXiqg.mp4
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10. Random Restart.html
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11. Vanishing Gradient-W_JJm_5syFw.en.vtt
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11. Vanishing Gradient-W_JJm_5syFw.mp4
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11. Vanishing Gradient.html
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12. Other Activation Functions-kA-1vUt6cvQ.en.vtt
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12. Other Activation Functions.html
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13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt
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13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4
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13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt
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13. Batch vs Stochastic Gradient Descent.html
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14. Learning Rate Decay.html
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14. Learning Rate-TwJ8aSZoh2U.en.vtt
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14. Learning Rate-TwJ8aSZoh2U.mp4
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14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt
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15. Momentum-r-rYz_PEWC8.en.vtt
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15. Momentum-r-rYz_PEWC8.mp4
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15. Momentum.html
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16. Error Functions Around the World-34AAcTECu2A.en.vtt
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16. Error Functions Around the World-34AAcTECu2A.mp4
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16. Error Functions Around the World.html
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img
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index.html
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Part 05-Module 01-Lesson 04_Deep Learning with PyTorch
01. Instructor.html
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02. Introducing PyTorch.html
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03. Part 1 V2-n4mbZYIfKb4.en.vtt
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03. Part 1 V2-n4mbZYIfKb4.mp4
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03. PyTorch Tensors.html
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04. Defining Networks.html
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04. Py Part 2 V1-u50_ZyKqt8g.en.vtt
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04. Py Part 2 V1-u50_ZyKqt8g.mp4
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05. Py Part 3 V2-u8hDj5aJK6I.en.vtt
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05. Py Part 3 V2-u8hDj5aJK6I.mp4
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05. Training Networks.html
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06. Fashion-MNIST Exercise.html
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06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt
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06. PyTorch - Part 4-AEJV_RKZ7VU.mp4
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07. Inference Validation.html
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07. Py Part 5 V2-coBbbrGZXI0.en.vtt
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07. Py Part 5 V2-coBbbrGZXI0.mp4
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08. Py Part 6 V1-HiTih59dCWQ.en.vtt
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08. Py Part 6 V1-HiTih59dCWQ.mp4
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08. Saving and Loading Trained Networks.html
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09. Loading Data Sets with Torchvision.html
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09. PyTorch - Part 7-hFu7GTfRWks.en.vtt
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09. PyTorch - Part 7-hFu7GTfRWks.mp4
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10. Py Part 8 V1-3eqn5sgCOsY.en.vtt
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10. Py Part 8 V1-3eqn5sgCOsY.mp4
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10. Transfer Learning.html
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11. Transfer Learning Solution.html
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img
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index.html
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Part 06-Module 01-Lesson 01_ Create Your Own Image Classifier
01. Instructor.html
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5.91 KB
02. PROJECT INTRO MAIN V2---9IFCNBM6Y.en.vtt
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02. PROJECT INTRO MAIN V2---9IFCNBM6Y.mp4
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02. Project Intro.html
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03. Introduction to GPU Workspaces.html
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04. Updating to PyTorch v0.4.html
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05. Image Classifier - Part 1 - Development.html
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06. Image Classifier - Part 1 - Workspace.html
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07. Image Classifier - Part 2 - Command Line App.html
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08. Image Classifier - Part 2 - Workspace.html
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09. Rubric.html
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Project Description - Create Your Own Image Classifier.html
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Project Rubric - Create Your Own Image Classifier.html
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img
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workspaces-gpu.png
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workspaces-jupyter.png
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workspaces-menu.png
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workspaces-new.png
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workspaces-notebook.png
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index.html
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Part 07-Module 01-Lesson 01_How Do I Continue From Here
01. Next Steps Into The AI World Outro-40CCUu30w8c.mp4
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01. Next Steps into the AI World!.html
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index.html
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Part 08-Module 01-Lesson 01_What is Version Control
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.ar.vtt
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01. Gitfinal L1 01 Welcome-lbR82UD5F0c.en.vtt
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01. Gitfinal L1 01 Welcome-lbR82UD5F0c.mp4
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01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.ar.vtt
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01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.mp4
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01. What is Version Control.html
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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.ar.vtt
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02. Version Control In Daily Use.html
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03. Git and Version Control Terminology.html
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03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.ar.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.ar.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.ar.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.mp4
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.ar.vtt
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04. MacLinux Setup.html
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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.ar.vtt
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05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.mp4
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05. Windows Setup.html
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06. Onward-iXbMaTwfIJI.ar.vtt
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06. Onward-iXbMaTwfIJI.zh-CN.vtt
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06. Onward.html
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img
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ud123-l1-google-docs-saving-progress.gif
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index.html
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Part 08-Module 01-Lesson 02_Create A Git Repo
01. Creating New Repositories - Intro-KT163BkqIeg.ar.vtt
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01. Intro.html
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02. Create A Repo From Scratch.html
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03. Clone An Existing Repo.html
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04. Determine A Repo's Status.html
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05. Create A Repo - Outro-h7j4STDFCjs.mp4
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05. Outro.html
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img
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ud123-l2-course-git-blog-project-in-browser.png
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ud123-l2-git-clone.gif
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ud123-l2-git-init.gif
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index.html
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Part 08-Module 01-Lesson 03_Review a Repo's History
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01. Intro.html
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02. Displaying A Repository's Commits.html
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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.ar.vtt
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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.en.vtt
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03. Changing How Git Log Displays Information.html
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.ar.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.mp4
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.zh-CN.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.ar.vtt
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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.ar.vtt
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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.mp4
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04. Viewing Modified Files.html
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05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.ar.vtt
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05. Viewing File Changes.html
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06. Viewing A Specific Commit.html
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07. A Repository's History - Outro-9rUf2HbdAd8.ar.vtt
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07. Outro.html
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img
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ud123-l3-git-log-p.png
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ud123-l3-git-log-stat.gif
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ud123-l3-git-log-vs-git-log-oneline.png
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ud123-l3-git-log-vs-git-log-stat.png
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ud123-l3-git-status-output.png
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ud123-l3-project-in-editor.png
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index.html
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Part 08-Module 01-Lesson 04_Add Commits To A Repo
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.ar.vtt
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01. Intro.html
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02. Git Add.html
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03. Git Commit.html
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04. Commit Messages.html
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05. Git Diff.html
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06. Having Git Ignore Files.html
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07. Outro-5eyvsMvAPYs.ar.vtt
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07. Outro-5eyvsMvAPYs.mp4
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07. Outro.html
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img
ud123-l4-git-add-to-staging-recap.gif
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ud123-l4-git-add.gif
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ud123-l4-git-commit-editor.png
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ud123-l4-git-commit-finished.png
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ud123-l4-git-commit-initial-commit.png
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ud123-l4-git-commit-terminal-hangs.png
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ud123-l4-git-diff.png
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ud123-l4-git-gitignore.png
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ud123-l4-git-status-after-git-add.png
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ud123-l4-git-status-all-files.png
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ud123-l4-git-status-modified-files.png
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ud123-l4-git-status.png
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ud123-l4-new-git-project.png
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index.html
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Part 08-Module 01-Lesson 05_Tagging, Branching, and Merging
01. Intro.html
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01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.ar.vtt
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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.ar.vtt
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02. Tagging.html
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03. Branching.html
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.ar.vtt
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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.mp4
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04. Branching Effectively.html
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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.ar.vtt
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05. Merging.html
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05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.ar.vtt
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06. Merge Conflicts.html
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07. Outro-ot4fPX1jzOI.ar.vtt
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07. Outro-ot4fPX1jzOI.en.vtt
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07. Outro-ot4fPX1jzOI.mp4
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07. Outro-ot4fPX1jzOI.pt-BR.vtt
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07. Outro.html
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img
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ud123-l5-changes-add-color.png
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ud123-l5-editor-with-tag-message.png
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ud123-l5-git-branch-sidebar.png
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ud123-l5-git-branch.png
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ud123-l5-git-checkout-sidebar.png
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ud123-l5-git-log-branches.png
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ud123-l5-git-log-decorate.png
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ud123-l5-git-log-graph-all.png
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ud123-l5-git-log-pre-tag.png
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ud123-l5-git-merge-conflict-indicators.png
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ud123-l5-git-merge-conflict-prep.png
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ud123-l5-git-merge-conflict-prep2.png
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ud123-l5-git-merge-conflict.png
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ud123-l5-git-merge-sidebar.png
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ud123-l5-git-tag-delete.png
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ud123-l5-git-tag.png
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ud123-l5-merge-fast-forward.gif
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ud123-l5-resolve-merge-conflict.gif
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index.html
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Part 08-Module 01-Lesson 06_Undoing Changes
01. Intro.html
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01. Undoing Changes - Intro-Kfi7l41wUVc.ar.vtt
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02. Modifying The Last Commit.html
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6.79 KB
03. Reverting A Commit.html
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8.36 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.ar.vtt
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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.mp4
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04. Resetting Commits.html
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05. Lesson Outro.html
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5.21 KB
05. Undoing Changes--_PPVk2UZMU.ar.vtt
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05. Undoing Changes--_PPVk2UZMU.en.vtt
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651 B
05. Undoing Changes--_PPVk2UZMU.mp4
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2.59 MB
05. Undoing Changes--_PPVk2UZMU.pt-BR.vtt
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06. Course Outro-twn_cheqoK8.ar.vtt
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06. Course Outro-twn_cheqoK8.mp4
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06. Course Outro-twn_cheqoK8.zh-CN.vtt
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06. Course Outro.html
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img
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ud123-l6-git-revert-mixed.png
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ud123-l6-git-revert-post.png
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ud123-l6-git-revert-prep.png
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ud123-l6-git-revert-soft.png
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index.html
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Part 08-Module 02-Lesson 01_Working With Remotes
01. Intro-SBUOhyXcR1Q.ar.vtt
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01. Intro-SBUOhyXcR1Q.en.vtt
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01. Intro-SBUOhyXcR1Q.mp4
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01. Intro.html
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02. L1 - Remote Repos Intro-AnSlYftJnwA.ar.vtt
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02. L1 - Sending Branches To Remote-414f0ukhOTY.ar.vtt
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02. Remote Repositories.html
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03. Add A Remote Repository.html
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32.04 KB
03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.ar.vtt
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03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.mp4
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04. L1 - Git Push In Theory-21TvMEtMRys.ar.vtt
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04. Push Changes To A Remote.html
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05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.ar.vtt
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05. L1 - Git Pull In Theory-MjNU2LTDVAA.ar.vtt
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05. Pulling Changes From A Remote.html
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06. Pull Vs Fetch-kxXdk2HcOBo.ar.vtt
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06. Pull vs Fetch.html
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07. Lesson Wrap Up-6Koa4nAu-04.ar.vtt
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07. Lesson Wrap Up.html
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img
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ud456-l1-02-multiple-remote-repos.png
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ud456-l1-04-commit-count-local.png
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ud456-l1-04-commit-count-remote.png
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ud456-l1-04-git-pull.png
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ud456-l1-git-remote-add-terminal.png
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ud456-l1-git-remote-from-clone.png
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ud456-l1-git-remote-no-remote.png
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ud456-l1-git-remote-shortname.png
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ud456-l1-github-create-repo-page.png
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ud456-l1-github-homepage-new-repo-button.png
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ud456-l1-github-homepage.png
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ud456-l1-my-travel-plans-project.png
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ud456-l1-nav-bar-new-repo-link.png
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ud456-l1-project-commits.png
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ud456-l1-project-github-no-commits.png
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ud456-l1-project-on-github-focus.png
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ud456-l1-project-on-github.png
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ud456-l1-project-push-commits.png
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index.html
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Part 08-Module 02-Lesson 02_Working On Another Developer's Repository
01. Intro-VkqtlJuZ9rs.ar.vtt
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01. Intro-VkqtlJuZ9rs.en.vtt
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01. Intro-VkqtlJuZ9rs.mp4
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01. Intro-VkqtlJuZ9rs.pt-BR.vtt
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01. Intro-VkqtlJuZ9rs.zh-CN.vtt
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01. Intro.html
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5.01 KB
02. Forking A Repository.html
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15.94 KB
02. Forking a Repository - What Is Forking-z4mkVwqVztc.ar.vtt
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02. Forking a Repository - What Is Forking-z4mkVwqVztc.en.vtt
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02. Forking a Repository - What Is Forking-z4mkVwqVztc.mp4
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02. Forking a Repository - What Is Forking-z4mkVwqVztc.pt-BR.vtt
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02. Forking a Repository - What Is Forking-z4mkVwqVztc.zh-CN.vtt
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02. L2 - Pushing To A Fork-WRgNpr19t48.ar.vtt
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02. L2 - Pushing To A Fork-WRgNpr19t48.en.vtt
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02. L2 - Pushing To A Fork-WRgNpr19t48.mp4
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02. L2 - Pushing To A Fork-WRgNpr19t48.pt-BR.vtt
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02. L2 - Pushing To A Fork-WRgNpr19t48.zh-CN.vtt
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03. Reviewing Existing Work.html
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04. Determining What To Work On.html
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img
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ud456-l2-02-git-fork-error.png
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ud456-l2-03-clone-lighthouse-project.png
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ud456-l2-03-commit-with-description.png
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ud456-l2-03-git-log-author.png
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ud456-l2-03-git-shortlog-flags.png
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ud456-l2-03-git-shortlog.png
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ud456-l2-04-issue-comments.png
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ud456-l2-04-lighthouse-contributing-file.png
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ud456-l2-04-lighthouse-issues.png
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ud456-l2-04-new-issue-button.png
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ud456-l2-04-sign-contributor-license.png
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ud456-l2-04-submit-new-issue.png
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index.html
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Part 08-Module 02-Lesson 03_Staying In Sync With A Remote Repository
01. Intro-j5RmK0UHOTY.ar.vtt
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01. Intro-j5RmK0UHOTY.en.vtt
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01. Intro-j5RmK0UHOTY.mp4
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01. Intro-j5RmK0UHOTY.pt-BR.vtt
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01. Intro-j5RmK0UHOTY.zh-CN.vtt
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01. Intro.html
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02. Create a Pull Request.html
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10.03 KB
02. L3 - Pull Request In Action-d3AGtKmHxUk.ar.vtt
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02. L3 - Pull Request In Action-d3AGtKmHxUk.mp4
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02. L3 - Pull Request In Action-d3AGtKmHxUk.pt-BR.vtt
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02. L3 - Pull Request In Action-d3AGtKmHxUk.zh-CN.vtt
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02. L3 - Pull Request In Theory-twLr9ndsf90.ar.vtt
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02. L3 - Pull Request In Theory-twLr9ndsf90.mp4
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02. L3 - Pull Request In Theory-twLr9ndsf90.pt-BR.vtt
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02. L3 - Pull Request In Theory-twLr9ndsf90.zh-CN.vtt
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03. L3 - Include Upstream Changes-VvoC6hN6FjU.ar.vtt
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3.98 KB
03. L3 - Include Upstream Changes-VvoC6hN6FjU.en.vtt
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03. L3 - Include Upstream Changes-VvoC6hN6FjU.mp4
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03. L3 - Include Upstream Changes-VvoC6hN6FjU.pt-BR.vtt
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03. L3 - Include Upstream Changes-VvoC6hN6FjU.zh-CN.vtt
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03. Stay in sync with source project.html
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19.7 KB
04. Manage an active PR.html
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8.36 KB
05. L3 - Squashing In Action-cL6ehKtJLUM.ar.vtt
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05. L3 - Squashing In Action-cL6ehKtJLUM.en.vtt
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05. L3 - Squashing In Action-cL6ehKtJLUM.mp4
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05. L3 - Squashing In Action-cL6ehKtJLUM.pt-BR.vtt
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05. L3 - Squashing In Action-cL6ehKtJLUM.zh-CN.vtt
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05. L3 - Squashing In Theory-H5JqcdIB5y0.ar.vtt
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05. L3 - Squashing In Theory-H5JqcdIB5y0.en.vtt
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05. L3 - Squashing In Theory-H5JqcdIB5y0.mp4
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05. L3 - Squashing In Theory-H5JqcdIB5y0.pt-BR.vtt
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05. L3 - Squashing In Theory-H5JqcdIB5y0.zh-CN.vtt
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05. L3 - Squashing Introduction-mRbeT2XVL9w.ar.vtt
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05. L3 - Squashing Introduction-mRbeT2XVL9w.en.vtt
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05. L3 - Squashing Introduction-mRbeT2XVL9w.mp4
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05. L3 - Squashing Introduction-mRbeT2XVL9w.pt-BR.vtt
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05. Squash Commits.html
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15.29 KB
06. Course Wrap Up-66Ut8Bv6kgc.ar.vtt
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06. Course Wrap Up-66Ut8Bv6kgc.en.vtt
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06. Course Wrap Up-66Ut8Bv6kgc.mp4
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4 MB
06. Course Wrap Up-66Ut8Bv6kgc.pt-BR.vtt
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06. Course Wrap Up-66Ut8Bv6kgc.zh-CN.vtt
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06. Course Wrap Up.html
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6.76 KB
img
ud456-l3-03-add-upstream-remote.png
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ud456-l3-03-fetch-upstream-changes.png
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ud456-l3-03-git-log-of-upstream-changes.png
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ud456-l3-03-git-remotes-origin.png
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ud456-l3-03-rename-repos.png
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ud456-l3-03-starred-repos.png
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ud456-l3-03-watched-repos.png
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ud456-l3-04-pull-request-comment.png
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index.html
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3.89 KB
Part 09-Module 01-Lesson 01_Shell Workshop
01. Shell Intro--EtN5oD8MM0.ar.vtt
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01. Shell Intro--EtN5oD8MM0.en.vtt
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01. Shell Intro--EtN5oD8MM0.mp4
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10.76 MB
01. Shell Intro--EtN5oD8MM0.pt-BR.vtt
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3.51 KB
01. Shell Intro--EtN5oD8MM0.zh-CN.vtt
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3.76 KB
01. Welcome!.html
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6.54 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.ar.vtt
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3.89 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.en.vtt
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3.3 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.mp4
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4.41 MB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.pt-BR.vtt
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2.75 KB
02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.zh-CN.vtt
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3.08 KB
02. Windows Installing Git Bash.html
HTML
8.91 KB
03. Opening a terminal.html
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7.25 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.ar.vtt
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2.87 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.en.vtt
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03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.mp4
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3.02 MB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.pt-BR.vtt
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2.1 KB
03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.zh-CN.vtt
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04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.ar.vtt
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3.12 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.en.vtt
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2.65 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.mp4
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2.09 MB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.pt-BR.vtt
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1.99 KB
04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.zh-CN.vtt
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2.5 KB
04. Your first command (echo).html
HTML
7.99 KB
05. Navigating directories (ls, cd, ..).html
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7.85 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.ar.vtt
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2.72 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.en.vtt
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2.23 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.mp4
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1.82 MB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.pt-BR.vtt
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2.1 KB
05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.zh-CN.vtt
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2 KB
06. Current working directory (pwd).html
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7.7 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.ar.vtt
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2.69 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.en.vtt
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2.1 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.mp4
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2.18 MB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.pt-BR.vtt
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2.03 KB
06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.zh-CN.vtt
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1.86 KB
07. Parameters and options (ls -l).html
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9.42 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.ar.vtt
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1.95 KB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.en.vtt
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07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.mp4
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2.06 MB
07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.pt-BR.vtt
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07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.zh-CN.vtt
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08. Organizing your files (mkdir, mv).html
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08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.ar.vtt
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08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.en.vtt
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08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.mp4
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2.55 MB
08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.pt-BR.vtt
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08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.zh-CN.vtt
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09. Downloading (curl).html
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8.2 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.ar.vtt
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4 KB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.en.vtt
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09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.mp4
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3.16 MB
09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.pt-BR.vtt
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09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.zh-CN.vtt
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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.ar.vtt
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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.en.vtt
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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.mp4
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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.pt-BR.vtt
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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.zh-CN.vtt
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892 B
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.ar.vtt
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2.34 KB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.en.vtt
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10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.mp4
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1.31 MB
10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.pt-BR.vtt
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10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.zh-CN.vtt
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10. Viewing files (cat, less).html
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7.41 KB
11. Removing things (rm, rmdir).html
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8.17 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.ar.vtt
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2.03 KB
11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.en.vtt
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11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.mp4
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11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.pt-BR.vtt
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11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.zh-CN.vtt
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12. Searching and pipes (grep, wc).html
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12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.ar.vtt
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12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.en.vtt
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12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.mp4
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3.1 MB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.pt-BR.vtt
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3.42 KB
12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.zh-CN.vtt
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13. Shell and environment variables.html
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13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.en.vtt
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2.94 KB
13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.mp4
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2.01 MB
13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.pt-BR.vtt
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2.81 KB
14. Startup files (.bash_profile).html
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6.86 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.ar.vtt
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14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.en.vtt
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4.03 KB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.mp4
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3.12 MB
14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.pt-BR.vtt
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14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.zh-CN.vtt
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15. Controlling the shell prompt ($PS1).html
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7.29 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.ar.vtt
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3.95 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.en.vtt
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2.89 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.mp4
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3.73 MB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.pt-BR.vtt
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2.23 KB
15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.zh-CN.vtt
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2.71 KB
16. Aliases.html
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6.72 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.ar.vtt
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3.69 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.en.vtt
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2.73 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.mp4
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2.46 MB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.pt-BR.vtt
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2.19 KB
16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.zh-CN.vtt
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2.37 KB
17. Keep learning!.html
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7.29 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.ar.vtt
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1.52 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.en.vtt
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1.16 KB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.mp4
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3.4 MB
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.pt-BR.vtt
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920 B
17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.zh-CN.vtt
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1.05 KB
index.html
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4.91 KB
Part 10-Module 01-Lesson 01_Intro
01. Introduction-bYeteZQrUcE.en.vtt
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2.36 KB
01. Introduction-bYeteZQrUcE.mp4
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6.79 MB
01. Introduction-bYeteZQrUcE.pt-BR.vtt
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2.48 KB
01. Introduction-bYeteZQrUcE.zh-CN.vtt
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2.01 KB
01. What Is Machine Learning.html
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4.65 KB
index.html
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3.47 KB
Part 10-Module 01-Lesson 02_Linear Regression
01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt
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1.36 KB
01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4
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1.48 MB
01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt
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1.46 KB
01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt
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1.26 KB
01. Quiz Housing Prices.html
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6.19 KB
02. Solution Housing Prices-uhdTulw9-Nc.en.vtt
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02. Solution Housing Prices-uhdTulw9-Nc.mp4
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02. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt
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02. Solution Housing Prices.html
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4.93 KB
03. Fitting A Line-gkdoknEEcaI.en.vtt
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03. Fitting A Line-gkdoknEEcaI.mp4
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1.12 MB
03. Fitting A Line-gkdoknEEcaI.pt-BR.vtt
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03. Fitting a Line Through Data.html
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4.89 KB
04. Want to keep learning.html
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5.2 KB
img
house.png
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intro-to-ml.png
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index.html
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3.74 KB
Part 10-Module 01-Lesson 03_Logistic Regression
01. Classification Problems 1.html
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6 KB
01. Classsification Example-Dh625piH7Z0.en.vtt
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01. Classsification Example-Dh625piH7Z0.mp4
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2.07 MB
01. Classsification Example-Dh625piH7Z0.pt-BR.vtt
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01. Classsification Example-Dh625piH7Z0.zh-CN.vtt
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02. Classification Example-46PywnGa_cQ.en.vtt
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02. Classification Example-46PywnGa_cQ.mp4
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1.62 MB
02. Classification Example-46PywnGa_cQ.pt-BR.vtt
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1.6 KB
02. Classification Example-46PywnGa_cQ.zh-CN.vtt
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02. Classification Problems 2.html
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img
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748.98 KB
index.html
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3.59 KB
Part 10-Module 01-Lesson 04_Decision Trees
01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt
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01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4
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4.8 MB
01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt
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1.68 KB
01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt
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01. Recommending Apps 1.html
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02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt
VTT
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02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4
MP4
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02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt
VTT
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02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt
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02. Recommending Apps 2.html
HTML
6.34 KB
03. Recommending Apps 3.html
HTML
5.1 KB
03. Recommending Apps-nEvW8B1HNq4.en.vtt
VTT
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03. Recommending Apps-nEvW8B1HNq4.mp4
MP4
6.32 MB
03. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt
VTT
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03. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt
VTT
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04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt
VTT
1.8 KB
04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4
MP4
4.16 MB
04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt
VTT
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04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt
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04. Quiz Student Admissions.html
HTML
6.49 KB
05. Solution Student Admissions.html
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5.34 KB
05. Student Admissions-TdgBi6LtOB8.en.vtt
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2.5 KB
05. Student Admissions-TdgBi6LtOB8.mp4
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5.41 MB
05. Student Admissions-TdgBi6LtOB8.pt-BR.vtt
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2.31 KB
05. Student Admissions-TdgBi6LtOB8.zh-CN.vtt
VTT
2.33 KB
img
recommending-apps.png
PNG
140.56 KB
student-data.png
PNG
91.85 KB
table.png
PNG
192.08 KB
index.html
HTML
3.81 KB
Part 10-Module 01-Lesson 05_Naive Bayes
01. Guess the Person.html
HTML
5.03 KB
01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt
VTT
3.4 KB
01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4
MP4
8.49 MB
01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt
VTT
3.25 KB
01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt
VTT
3 KB
02. Guess the Person Now.html
HTML
5.33 KB
02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt
VTT
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02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4
MP4
21.06 MB
02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt
VTT
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02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt
VTT
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03. Bayesian Learning 1.html
HTML
8.26 KB
03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt
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03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4
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03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt
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03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt
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04. Bayesian Learning 2.html
HTML
5.06 KB
04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt
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04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4
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1.8 MB
04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt
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04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt
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img
spamham.png
PNG
135.09 KB
index.html
HTML
3.7 KB
Part 10-Module 01-Lesson 06_Support Vector Machines
01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.en.vtt
VTT
701 B
01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.mp4
MP4
1.55 MB
01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.pt-BR.vtt
VTT
638 B
01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.zh-CN.vtt
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01. Which line is better.html
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6.51 KB
02. Minimizing Distances.html
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5.53 KB
02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.en.vtt
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02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.mp4
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02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.pt-BR.vtt
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03. Error Function Intuition.html
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5.5 KB
03. SVM 03 Error Function V1-l-ahImxoi-U.en.vtt
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03. SVM 03 Error Function V1-l-ahImxoi-U.mp4
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03. SVM 03 Error Function V1-l-ahImxoi-U.pt-BR.vtt
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03. SVM 03 Error Function V1-l-ahImxoi-U.zh-CN.vtt
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04. Polynomial Kernel 1.html
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5.52 KB
04. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.en.vtt
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04. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.mp4
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04. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.pt-BR.vtt
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04. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.zh-CN.vtt
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05. Polynomial Kernel 2.html
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05. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.en.vtt
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05. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.mp4
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06. Polynomial Kernel 3.html
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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.en.vtt
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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.mp4
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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.pt-BR.vtt
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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.zh-CN.vtt
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07. RBF Kernel 1.html
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5.47 KB
07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.en.vtt
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07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.mp4
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18.6 MB
07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.pt-BR.vtt
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07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.zh-CN.vtt
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08. RBF Kernel 2.html
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5.47 KB
08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.en.vtt
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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.mp4
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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.pt-BR.vtt
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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.zh-CN.vtt
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09. RBF Kernel 3.html
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5.47 KB
09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.en.vtt
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09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.mp4
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9.26 MB
09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.pt-BR.vtt
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09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.zh-CN.vtt
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img
polynomial-kernel-2-quiz.png
PNG
79.56 KB
screen-shot-2018-01-06-at-10.44.48-pm.png
PNG
285.48 KB
index.html
HTML
4.08 KB
Part 10-Module 01-Lesson 07_Ensemble Methods
01. Intro.html
HTML
4.71 KB
01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.en.vtt
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01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.mp4
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01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.pt-BR.vtt
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02. Bagging.html
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4.72 KB
02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt
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3.19 KB
02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4
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02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt
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03. AdaBoost.html
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03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt
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03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4
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2.17 MB
03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt
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index.html
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Part 10-Module 01-Lesson 08_Outro
01. Conclusion-hJEuaOUu2yA.en.vtt
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01. Conclusion-hJEuaOUu2yA.mp4
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9.75 MB
01. Conclusion-hJEuaOUu2yA.pt-BR.vtt
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01. Conclusion-hJEuaOUu2yA.zh-CN.vtt
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01. Summary.html
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4.68 KB
02. Want to keep learning.html
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4.94 KB
img
intro-to-ml.png
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14.26 KB
index.html
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3.52 KB
Part 11-Module 01-Lesson 01_Visualizing The Importance Of The Learning Rate
01. Visualizing The Importance Of The Learning Rate .html
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5.25 KB
01. 学习率简介-HLMjeDez7ps.en.vtt
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01. 学习率简介-HLMjeDez7ps.mp4
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01. 学习率简介-HLMjeDez7ps.pt-BR.vtt
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01. 学习率简介-HLMjeDez7ps.zh-CN.vtt
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10.11 KB
index.html
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3.6 KB
Visit Coursedrive.net.url
URL
124 B
assets
css
bootstrap.min.css
CSS
137.64 KB
fonts
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69.75 KB
KaTeX_AMS-Regular.woff
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KaTeX_AMS-Regular.woff2
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