Download Udacity | Machine Learning Engineer Nanodegree v4.0.0 [FCO] Torrent

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Udacity | Machine Learning Engineer Nanodegree v4.0.0 [FCO]

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0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url	URL	377 B
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How you can help our Group!.txt	TXT	208 B

Part 01-Module 01-Lesson 01_Welcome to the Nanodegree program

01. Arvato Final Project-qBR6A0IQXEE.en.vtt	VTT	5.37 KB
01. Arvato Final Project-qBR6A0IQXEE.mp4	MP4	26.44 MB
01. Arvato Final Project-qBR6A0IQXEE.pt-BR.vtt	VTT	5.72 KB
01. Arvato Final Project-qBR6A0IQXEE.zh-CN.vtt	VTT	4.86 KB
01. Welcome to the Machine Learning Engineer Program _ Projects.html	HTML	9.54 KB
02. Program Structure.html	HTML	9.3 KB
03. Extracurricular Topics.html	HTML	6.96 KB
04. Skills that Set You Apart.html	HTML	7.27 KB
05. Knowledge.html	HTML	12.51 KB
06. Student Hub.html	HTML	8.89 KB
07. Access the Career Portal.html	HTML	8.28 KB
img.zip	ZIP	7.35 MB
index.html	HTML	4.68 KB

Part 01-Module 01-Lesson 02_Get Help with Your Account

01. FAQ.html	HTML	6.12 KB
02. Support.html	HTML	5.62 KB
img.zip	ZIP	2.22 MB
index.html	HTML	4.15 KB

Part 02-Module 01-Lesson 01_Introduction to Software Engineering

01. Introduction To Software Engineering-7kphieW4yl4.en.vtt	VTT	3.15 KB
01. Introduction To Software Engineering-7kphieW4yl4.mp4	MP4	14.89 MB
01. Introduction To Software Engineering-7kphieW4yl4.pt-BR.vtt	VTT	3.5 KB
01. Introduction To Software Engineering-7kphieW4yl4.zh-CN.vtt	VTT	2.83 KB
01. Welcome.html	HTML	6.28 KB
02. Course Overview.html	HTML	7.55 KB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.en.vtt	VTT	1.25 KB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.mp4	MP4	3.72 MB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.pt-BR.vtt	VTT	1.48 KB
02. L1 02 Course Overview V1 V4-v-DB0W_I2n8.zh-CN.vtt	VTT	1.08 KB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.en.vtt	VTT	1.89 KB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.mp4	MP4	7.67 MB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.pt-BR.vtt	VTT	1.94 KB
03. L1 03 Meet Andrew V1 V2-IPSwDqqk2Cc.zh-CN.vtt	VTT	1.75 KB
03. Meet Andrew.html	HTML	5.78 KB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.en.vtt	VTT	4.19 KB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.mp4	MP4	19.12 MB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.pt-BR.vtt	VTT	4.57 KB
04. L1 04 Meet Juno V1 V2-c4r2nGMogfM.zh-CN.vtt	VTT	3.93 KB
04. Meet Juno.html	HTML	5.65 KB
index.html	HTML	4.32 KB

Part 02-Module 01-Lesson 02_Software Engineering Practices Pt I

01. Introduction.html	HTML	8.56 KB
01. L2 01 Intro V1 V1-z7v7oa--W48.en.vtt	VTT	1.22 KB
01. L2 01 Intro V1 V1-z7v7oa--W48.mp4	MP4	6.57 MB
01. L2 01 Intro V1 V1-z7v7oa--W48.pt-BR.vtt	VTT	1.39 KB
01. L2 01 Intro V1 V1-z7v7oa--W48.zh-CN.vtt	VTT	1.1 KB
02. Clean and Modular Code.html	HTML	11.5 KB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.en.vtt	VTT	5.12 KB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.mp4	MP4	17.88 MB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.pt-BR.vtt	VTT	5.48 KB
02. L2 02 Clean Mod Code Vid 1 V1 V2-RjHV8kRpVbA.zh-CN.vtt	VTT	4.46 KB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.en.vtt	VTT	2.44 KB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.mp4	MP4	12.31 MB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.pt-BR.vtt	VTT	2.74 KB
03. L2 03 Clean Mod Code Vid 2 V1 V1-9bxtHpPvXE0.zh-CN.vtt	VTT	2.09 KB
03. Refactoring Code.html	HTML	8.84 KB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.en.vtt	VTT	6.71 KB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.mp4	MP4	15.42 MB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.pt-BR.vtt	VTT	7.48 KB
04. 01 Writing Clean Code V1-wNaiahWCwkQ.zh-CN.vtt	VTT	6.26 KB
04. Writing Clean Code.html	HTML	10.75 KB
05. Quiz Clean Code.html	HTML	11.89 KB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.en.vtt	VTT	7.63 KB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.mp4	MP4	7.71 MB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.pt-BR.vtt	VTT	8.52 KB
06. 02 Writing Modular Code V2-qN6EOyNlSnk.zh-CN.vtt	VTT	6.75 KB
06. Writing Modular Code.html	HTML	10.53 KB
07. Quiz Refactoring - Wine Quality.html	HTML	8.37 KB
08. Solution Refactoring - Wine Quality.html	HTML	8.36 KB
09. Efficient Code.html	HTML	8.58 KB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.en.vtt	VTT	2.1 KB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.mp4	MP4	8.4 MB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.pt-BR.vtt	VTT	2.42 KB
09. L2 06 Efficient Code V1 V2-LbtxY7xetBw.zh-CN.vtt	VTT	1.83 KB
10. 03 Optimizing Common Books V1-WF9n_19V08g.en.vtt	VTT	4.9 KB
10. 03 Optimizing Common Books V1-WF9n_19V08g.mp4	MP4	8.1 MB
10. 03 Optimizing Common Books V1-WF9n_19V08g.pt-BR.vtt	VTT	5.58 KB
10. 03 Optimizing Common Books V1-WF9n_19V08g.zh-CN.vtt	VTT	4.6 KB
10. Optimizing - Common Books.html	HTML	8.32 KB
11. Quiz Optimizing - Common Books.html	HTML	8.36 KB
12. Solution Optimizing - Common Books.html	HTML	8.37 KB
13. Quiz Optimizing - Holiday Gifts.html	HTML	8.37 KB
14. Solution Optimizing - Holiday Gifts.html	HTML	8.36 KB
15. Documentation.html	HTML	8.65 KB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.en.vtt	VTT	1.51 KB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.mp4	MP4	4.38 MB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.pt-BR.vtt	VTT	1.75 KB
15. L2 10 Documentation V1 V3-M45B2VbPgjo.zh-CN.vtt	VTT	1.35 KB
16. 04 Inline Comments V1--G6yg3Xhl8I.en.vtt	VTT	2.38 KB
16. 04 Inline Comments V1--G6yg3Xhl8I.mp4	MP4	3.54 MB
16. 04 Inline Comments V1--G6yg3Xhl8I.pt-BR.vtt	VTT	2.87 KB
16. 04 Inline Comments V1--G6yg3Xhl8I.zh-CN.vtt	VTT	2.26 KB
16. In-line Comments.html	HTML	8.89 KB
17. 05 Docstrings V1-_gapemxsRJY.en.vtt	VTT	1.71 KB
17. 05 Docstrings V1-_gapemxsRJY.mp4	MP4	1.66 MB
17. 05 Docstrings V1-_gapemxsRJY.pt-BR.vtt	VTT	1.99 KB
17. 05 Docstrings V1-_gapemxsRJY.zh-CN.vtt	VTT	1.5 KB
17. Docstrings.html	HTML	9.99 KB
18. Project Documentation.html	HTML	9.23 KB
19. Documentation.html	HTML	10.17 KB
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.en.vtt	VTT	867 B
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.mp4	MP4	2.94 MB
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.pt-BR.vtt	VTT	995 B
20. L2 17 Version Control In Data Science V1 V1-EQzrLC88Bzk.zh-CN.vtt	VTT	738 B
20. Version Control in Data Science.html	HTML	8.42 KB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.en.vtt	VTT	3.69 KB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.mp4	MP4	3.93 MB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.pt-BR.vtt	VTT	4.3 KB
21. L2 18 Version Control Git Branches V1 V2-C92YcuwjZOs.zh-CN.vtt	VTT	3.13 KB
21. Scenario #1.html	HTML	12.26 KB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.en.vtt	VTT	1.71 KB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.mp4	MP4	1.9 MB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.pt-BR.vtt	VTT	1.99 KB
22. L2 18 Version Control Git Commit Messages V1 V2-w1iHWpwOkMg.zh-CN.vtt	VTT	1.45 KB
22. Scenario #2.html	HTML	9.78 KB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.en.vtt	VTT	1.57 KB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.mp4	MP4	3.04 MB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.pt-BR.vtt	VTT	1.87 KB
23. L2 18 Version Control Merging Branches On A Team V1 V2-36DOnNzvT4A.zh-CN.vtt	VTT	1.37 KB
23. Scenario #3.html	HTML	12.01 KB
24. Model Versioning.html	HTML	8.55 KB
25. Conclusion.html	HTML	7.91 KB
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.en.vtt	VTT	816 B
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.mp4	MP4	2.84 MB
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.pt-BR.vtt	VTT	984 B
25. L2 21 Conclusion V1 V1-anPnokWZOZQ.zh-CN.vtt	VTT	739 B
index.html	HTML	6.06 KB

Part 02-Module 01-Lesson 03_Software Engineering Practices Pt II

01. Introduction.html	HTML	7.12 KB
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.en.vtt	VTT	685 B
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.mp4	MP4	3.87 MB
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.pt-BR.vtt	VTT	871 B
01. L2 2 01 Intro V1 V2-QO2GYq8q92E.zh-CN.vtt	VTT	660 B
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.en.vtt	VTT	1.38 KB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.mp4	MP4	6.49 MB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.pt-BR.vtt	VTT	1.69 KB
02. L2 2 02 Testing V1 V1-IkLUUHt_jis.zh-CN.vtt	VTT	1.19 KB
02. Testing.html	HTML	7.13 KB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.en.vtt	VTT	2.17 KB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.mp4	MP4	7.7 MB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.pt-BR.vtt	VTT	2.68 KB
03. L2 2 03 Testing Data Science V1 V4-AsnstNEMv1c.zh-CN.vtt	VTT	1.87 KB
03. Testing and Data Science.html	HTML	8.37 KB
04. 06 Unit Tests V1-wb9jggHEvgI.en.vtt	VTT	3.91 KB
04. 06 Unit Tests V1-wb9jggHEvgI.mp4	MP4	4.49 MB
04. 06 Unit Tests V1-wb9jggHEvgI.pt-BR.vtt	VTT	4.04 KB
04. 06 Unit Tests V1-wb9jggHEvgI.zh-CN.vtt	VTT	3.52 KB
04. Unit Tests.html	HTML	8.17 KB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.en.vtt	VTT	1.86 KB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.mp4	MP4	2.77 MB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.pt-BR.vtt	VTT	2.11 KB
05. 07 Unit Testing Tools V1-8bKhOyFbX_Y.zh-CN.vtt	VTT	1.69 KB
05. Unit Testing Tools.html	HTML	8.08 KB
06. Quiz Unit Tests.html	HTML	7.14 KB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.en.vtt	VTT	3.26 KB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.mp4	MP4	5.9 MB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.pt-BR.vtt	VTT	3.68 KB
07. L2 2 09 Test Driven Development DS V1 V2-M-eskssLcQM.zh-CN.vtt	VTT	2.95 KB
07. Test Driven Development and Data Science.html	HTML	8.88 KB
08. L2 2 11 Logging V2-9qKQdRoIMbU.en.vtt	VTT	1.05 KB
08. L2 2 11 Logging V2-9qKQdRoIMbU.mp4	MP4	3.02 MB
08. L2 2 11 Logging V2-9qKQdRoIMbU.pt-BR.vtt	VTT	1.25 KB
08. L2 2 11 Logging V2-9qKQdRoIMbU.zh-CN.vtt	VTT	937 B
08. Logging.html	HTML	7.16 KB
09. Log Messages.html	HTML	7.71 KB
10. Logging.html	HTML	7.86 KB
11. Code Review.html	HTML	7.5 KB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.en.vtt	VTT	1.02 KB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.mp4	MP4	3.3 MB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.pt-BR.vtt	VTT	1.21 KB
11. L2 2 14 Code Review V1 V2-zAy1ffMFA-k.zh-CN.vtt	VTT	966 B
12. Questions to Ask Yourself When Conducting a Code Review.html	HTML	8.34 KB
13. Tips for Conducting a Code Review.html	HTML	11.01 KB
14. Conclusion.html	HTML	6.74 KB
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.en.vtt	VTT	671 B
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.mp4	MP4	2.06 MB
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.pt-BR.vtt	VTT	841 B
14. L2 2 16 Conclusion V1 V1-fDpQBbqd_kg.zh-CN.vtt	VTT	547 B
index.html	HTML	5.15 KB

Part 02-Module 01-Lesson 04_Introduction to Object-Oriented Programming

01. Introduction-5DfFaAl1Wmc.en.vtt	VTT	1.71 KB
01. Introduction-5DfFaAl1Wmc.mp4	MP4	8.22 MB
01. Introduction-5DfFaAl1Wmc.pt-BR.vtt	VTT	1.76 KB
01. Introduction-5DfFaAl1Wmc.zh-CN.vtt	VTT	1.56 KB
01. Introduction.html	HTML	11.8 KB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.en.vtt	VTT	2.34 KB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.mp4	MP4	8.56 MB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.pt-BR.vtt	VTT	2.48 KB
02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.zh-CN.vtt	VTT	1.94 KB
02. Procedural vs. Object-Oriented Programming.html	HTML	13.66 KB
03. Class, Object, Method and Attribute.html	HTML	13.21 KB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.en.vtt	VTT	3.21 KB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.mp4	MP4	6.49 MB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.pt-BR.vtt	VTT	3.22 KB
03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.zh-CN.vtt	VTT	2.77 KB
04. OOP Syntax.html	HTML	10.88 KB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.en.vtt	VTT	7.9 KB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.mp4	MP4	8.26 MB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.pt-BR.vtt	VTT	7.47 KB
04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.zh-CN.vtt	VTT	7.06 KB
05. Exercise OOP Syntax Practice - Part 1.html	HTML	9.09 KB
06. A Couple of Notes about OOP.html	HTML	15.48 KB
06. Notes On OOP-NcgDIWm6iBA.en.vtt	VTT	6.1 KB
06. Notes On OOP-NcgDIWm6iBA.mp4	MP4	6.26 MB
06. Notes On OOP-NcgDIWm6iBA.pt-BR.vtt	VTT	6.08 KB
06. Notes On OOP-NcgDIWm6iBA.zh-CN.vtt	VTT	5.35 KB
07. Exercise OOP Syntax Practice - Part 2.html	HTML	9.1 KB
08. Commenting Object-Oriented Code.html	HTML	10.99 KB
09. A Gaussian Class.html	HTML	15.96 KB
09. Gaussian Class-TVzNdFYyJIU.en.vtt	VTT	2.11 KB
09. Gaussian Class-TVzNdFYyJIU.mp4	MP4	6.04 MB
09. Gaussian Class-TVzNdFYyJIU.pt-BR.vtt	VTT	2.11 KB
09. Gaussian Class-TVzNdFYyJIU.zh-CN.vtt	VTT	1.84 KB
10. How The Gaussian Class Works-N-5I0d1zJHI.en.vtt	VTT	5.25 KB
10. How The Gaussian Class Works-N-5I0d1zJHI.mp4	MP4	8.09 MB
10. How The Gaussian Class Works-N-5I0d1zJHI.pt-BR.vtt	VTT	4.83 KB
10. How The Gaussian Class Works-N-5I0d1zJHI.zh-CN.vtt	VTT	4.55 KB
10. How the Gaussian Class Works.html	HTML	8.88 KB
11. Exercise Code the Gaussian Class.html	HTML	9.07 KB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.en.vtt	VTT	2.34 KB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.mp4	MP4	4.95 MB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.pt-BR.vtt	VTT	2.23 KB
12. L3 10 Magic M V1 V3-9dEsv1aNUEE.zh-CN.vtt	VTT	1.95 KB
12. Magic Methods in Code-oDuXThOqans.en.vtt	VTT	4.09 KB
12. Magic Methods in Code-oDuXThOqans.mp4	MP4	4.36 MB
12. Magic Methods in Code-oDuXThOqans.pt-BR.vtt	VTT	3.77 KB
12. Magic Methods in Code-oDuXThOqans.zh-CN.vtt	VTT	3.51 KB
12. Magic Methods.html	HTML	9.48 KB
13. Exercise Code Magic Methods.html	HTML	9.05 KB
14. 13 Inheritance Example V1-uWT-HIHBjv0.en.vtt	VTT	1.93 KB
14. 13 Inheritance Example V1-uWT-HIHBjv0.mp4	MP4	2 MB
14. 13 Inheritance Example V1-uWT-HIHBjv0.pt-BR.vtt	VTT	1.91 KB
14. 13 Inheritance Example V1-uWT-HIHBjv0.zh-CN.vtt	VTT	1.64 KB
14. Inheritance-1gsrxUwPI40.en.vtt	VTT	2.64 KB
14. Inheritance-1gsrxUwPI40.mp4	MP4	3.52 MB
14. Inheritance-1gsrxUwPI40.pt-BR.vtt	VTT	2.44 KB
14. Inheritance-1gsrxUwPI40.zh-CN.vtt	VTT	2.27 KB
14. Inheritance.html	HTML	11.07 KB
15. Exercise Inheritance with Clothing.html	HTML	9.09 KB
16. Inheritance Gaussian Class-XS4LQn1VA3U.en.vtt	VTT	2.91 KB
16. Inheritance Gaussian Class-XS4LQn1VA3U.mp4	MP4	3.47 MB
16. Inheritance Gaussian Class-XS4LQn1VA3U.pt-BR.vtt	VTT	2.84 KB
16. Inheritance Gaussian Class-XS4LQn1VA3U.zh-CN.vtt	VTT	2.47 KB
16. Inheritance Probability Distribution.html	HTML	8.9 KB
17. Demo Inheritance Probability Distributions.html	HTML	9.1 KB
18. Advanced OOP Topics.html	HTML	9.82 KB
19. Organizing Code Into Modules-AARS10U5bbo.en.vtt	VTT	4.71 KB
19. Organizing Code Into Modules-AARS10U5bbo.mp4	MP4	4.49 MB
19. Organizing Code Into Modules-AARS10U5bbo.pt-BR.vtt	VTT	4.86 KB
19. Organizing Code Into Modules-AARS10U5bbo.zh-CN.vtt	VTT	4.36 KB
19. Organizing into Modules.html	HTML	10.55 KB
20. Demo Modularized Code.html	HTML	9.04 KB
21. 15 Making a Package v2-Hj2OBr1CGZM.en.vtt	VTT	7.52 KB
21. 15 Making a Package v2-Hj2OBr1CGZM.mp4	MP4	7.53 MB
21. 15 Making a Package v2-Hj2OBr1CGZM.pt-BR.vtt	VTT	7.77 KB
21. 15 Making a Package v2-Hj2OBr1CGZM.zh-CN.vtt	VTT	6.84 KB
21. Making a Package.html	HTML	11.42 KB
22. Virtual Environments-f7rzxUiHOJ0.en.vtt	VTT	3.25 KB
22. Virtual Environments-f7rzxUiHOJ0.mp4	MP4	2.99 MB
22. Virtual Environments-f7rzxUiHOJ0.pt-BR.vtt	VTT	3.33 KB
22. Virtual Environments-f7rzxUiHOJ0.zh-CN.vtt	VTT	3.04 KB
22. Virtual Environments.html	HTML	14.83 KB
23. Exercise Making a Package and Pip Installing.html	HTML	9.1 KB
24. Binomial Class-O-4qRh74rkI.en.vtt	VTT	1.27 KB
24. Binomial Class-O-4qRh74rkI.mp4	MP4	3.44 MB
24. Binomial Class-O-4qRh74rkI.pt-BR.vtt	VTT	1.38 KB
24. Binomial Class-O-4qRh74rkI.zh-CN.vtt	VTT	1.11 KB
24. Binomial Class-xTamXY6Z9Kg.en.vtt	VTT	3.35 KB
24. Binomial Class-xTamXY6Z9Kg.mp4	MP4	4.33 MB
24. Binomial Class-xTamXY6Z9Kg.pt-BR.vtt	VTT	3.3 KB
24. Binomial Class-xTamXY6Z9Kg.zh-CN.vtt	VTT	3.05 KB
24. Binomial Class.html	HTML	9.5 KB
25. Exercise Binomial Class.html	HTML	9.05 KB
26. Scikit-learn Source Code.html	HTML	9.95 KB
26. Scikitlearn Source Code-4_qkqMsbthg.en.vtt	VTT	5.56 KB
26. Scikitlearn Source Code-4_qkqMsbthg.mp4	MP4	9.62 MB
26. Scikitlearn Source Code-4_qkqMsbthg.pt-BR.vtt	VTT	5.66 KB
26. Scikitlearn Source Code-4_qkqMsbthg.zh-CN.vtt	VTT	5.09 KB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.en.vtt	VTT	9.61 KB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.mp4	MP4	16.29 MB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.pt-BR.vtt	VTT	9.98 KB
27. 20 Putting Code On PyPi V1-4uosDOKn5LI.zh-CN.vtt	VTT	8.81 KB
27. Putting Code on PyPi.html	HTML	12.18 KB
28. Exercise Upload to PyPi.html	HTML	9.04 KB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.en.vtt	VTT	2.13 KB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.mp4	MP4	6.15 MB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.pt-BR.vtt	VTT	2.32 KB
29. L3 21 Outro v1 V2-DStO1hBKtHQ.zh-CN.vtt	VTT	1.95 KB
29. Lesson Summary.html	HTML	9.2 KB
img.zip	ZIP	330.99 KB
index.html	HTML	6.7 KB

Part 02-Module 01-Lesson 05_Portfolio Exercise Upload a Package to PyPi

01. Introduction.html	HTML	13.77 KB
02. Troubleshooting Possible Errors.html	HTML	7.02 KB
03. Workspace.html	HTML	5.87 KB
index.html	HTML	4.32 KB

Part 03-Module 01-Lesson 01_Introduction to Deployment

01. Welcome To Deployment-jQ2IZzga8Nw.en.vtt	VTT	1.96 KB
01. Welcome To Deployment-jQ2IZzga8Nw.mp4	MP4	6.52 MB
01. Welcome To Deployment-jQ2IZzga8Nw.zh-CN.vtt	VTT	1.74 KB
01. Welcome!.html	HTML	8.11 KB
02. What_s Ahead.html	HTML	9.58 KB
03. Machine Learning Workflow - Part 1 Introduction--ZtVV7RvGYY.en.vtt	VTT	1.64 KB
03. Machine Learning Workflow - Part 1 Introduction--ZtVV7RvGYY.mp4	MP4	4.44 MB
03. Machine Learning Workflow - Part 1 Introduction--ZtVV7RvGYY.zh-CN.vtt	VTT	1.38 KB
03. Problem Introduction.html	HTML	8.25 KB
04. Machine Learning Workflow - Part 2 Details-ku_96X6TZas.en.vtt	VTT	4.92 KB
04. Machine Learning Workflow - Part 2 Details-ku_96X6TZas.mp4	MP4	13.73 MB
04. Machine Learning Workflow - Part 2 Details-ku_96X6TZas.zh-CN.vtt	VTT	4.15 KB
04. Machine Learning Workflow.html	HTML	9.57 KB
05. Machine Learning Workflow.html	HTML	9.19 KB
06. What is Cloud Computing _ Why Would We Use It.html	HTML	17.21 KB
07. Why Cloud Computing .html	HTML	16.06 KB
08. Machine Learning Applications.html	HTML	9.76 KB
08. Machine Learning in the Workplace-Q4rgQo6ofoc.en.vtt	VTT	3.47 KB
08. Machine Learning in the Workplace-Q4rgQo6ofoc.mp4	MP4	14.28 MB
08. Machine Learning in the Workplace-Q4rgQo6ofoc.zh-CN.vtt	VTT	2.93 KB
09. Machine Learning Applications.html	HTML	10.32 KB
10. Paths to Deployment.html	HTML	15.35 KB
11. Paths to Deployment.html	HTML	9.4 KB
12. Production Environment-BH23Me3bbF4.en.vtt	VTT	2.91 KB
12. Production Environment-BH23Me3bbF4.mp4	MP4	7.14 MB
12. Production Environment-BH23Me3bbF4.zh-CN.vtt	VTT	2.39 KB
12. Production Environments.html	HTML	8.16 KB
13. Production Environments.html	HTML	10.84 KB
14. Endpoints _ REST APIs.html	HTML	16.98 KB
15. Endpoints _ REST APIs.html	HTML	14.92 KB
16. Containers.html	HTML	15.59 KB
17. Containers.html	HTML	11.33 KB
18. Containers - Straight From the Experts.html	HTML	9.82 KB
18. Jesse Swidler Interview on Containers-XimuK3WHOH4.en.vtt	VTT	6.73 KB
18. Jesse Swidler Interview on Containers-XimuK3WHOH4.mp4	MP4	42.11 MB
18. Jesse Swidler Interview on Containers-XimuK3WHOH4.zh-CN.vtt	VTT	5.64 KB
19. Characteristics of Modeling _ Deployment.html	HTML	16.32 KB
20. Characteristics of Modeling _ Deployment.html	HTML	13.35 KB
21. Comparing Cloud Providers.html	HTML	26.79 KB
22. Comparing Cloud Providers.html	HTML	13.59 KB
23. Closing Remarks On Deployment-fXl_MCYzcOU.en.vtt	VTT	1.92 KB
23. Closing Remarks On Deployment-fXl_MCYzcOU.mp4	MP4	4.52 MB
23. Closing Remarks On Deployment-fXl_MCYzcOU.zh-CN.vtt	VTT	1.65 KB
23. Closing Statements.html	HTML	8.16 KB
24. Summary.html	HTML	8.88 KB
25. [Optional] Cloud Computing Defined.html	HTML	36.25 KB
26. [Optional] Cloud Computing Explained.html	HTML	46.41 KB
img.zip	ZIP	12.68 MB
index.html	HTML	6.36 KB

Part 03-Module 01-Lesson 02_Building a Model using SageMaker

01. Deploying A Model With Sagemakerv2 RENDER V1 V2-nJCc4_9-iAQ.en.vtt	VTT	4.39 KB
01. Deploying A Model With Sagemakerv2 RENDER V1 V2-nJCc4_9-iAQ.mp4	MP4	15.43 MB
01. Deploying A Model With Sagemakerv2 RENDER V1 V2-nJCc4_9-iAQ.zh-CN.vtt	VTT	3.87 KB
01. Introduction to Amazon SageMaker.html	HTML	8.37 KB
02. AWS Setup Instructions for Regular account.html	HTML	9.02 KB
03. AWS SageMaker.html	HTML	15.59 KB
04. SageMaker Instance Utilization Limits.html	HTML	16.52 KB
05. Deployment L2 C2 V2-TRUCNy5Eqjc.en.vtt	VTT	3.6 KB
05. Deployment L2 C2 V2-TRUCNy5Eqjc.mp4	MP4	7.89 MB
05. Deployment L2 C2 V2-TRUCNy5Eqjc.zh-CN.vtt	VTT	3.01 KB
05. Setting up a Notebook Instance.html	HTML	11.9 KB
06. Cloning the Deployment Notebooks.html	HTML	9.58 KB
06. Deployment L2 C3 V2-jqL74whe9yo.en.vtt	VTT	1.81 KB
06. Deployment L2 C3 V2-jqL74whe9yo.mp4	MP4	3.89 MB
06. Deployment L2 C3 V2-jqL74whe9yo.zh-CN.vtt	VTT	1.49 KB
07. Is Everything Set Up.html	HTML	9.03 KB
08. Boston Housing Example - Getting the Data Ready.html	HTML	12.59 KB
08. Deployment L2 C4 V1-78y5cTR-JxM.en.vtt	VTT	6.21 KB
08. Deployment L2 C4 V1-78y5cTR-JxM.mp4	MP4	10.63 MB
08. Deployment L2 C4 V1-78y5cTR-JxM.zh-CN.vtt	VTT	5.29 KB
09. Boston Housing Example - Training the Model.html	HTML	9.91 KB
09. Deployment L2 C5 V1-rqYlkCTLmIY.en.vtt	VTT	5.82 KB
09. Deployment L2 C5 V1-rqYlkCTLmIY.mp4	MP4	8.36 MB
09. Deployment L2 C5 V1-rqYlkCTLmIY.zh-CN.vtt	VTT	5.04 KB
10. Boston Housing Example - Testing the Model.html	HTML	8.12 KB
10. Deployment L2 C6 V1-CZRKuS_qYtg.en.vtt	VTT	6.21 KB
10. Deployment L2 C6 V1-CZRKuS_qYtg.mp4	MP4	10.05 MB
10. Deployment L2 C6 V1-CZRKuS_qYtg.zh-CN.vtt	VTT	5.09 KB
11. Deployment L2 C7 V1-ouLvRqMMbbY.en.vtt	VTT	2.85 KB
11. Deployment L2 C7 V1-ouLvRqMMbbY.mp4	MP4	6.15 MB
11. Deployment L2 C7 V1-ouLvRqMMbbY.zh-CN.vtt	VTT	2.42 KB
11. Mini-Project Building Your First Model.html	HTML	8.92 KB
12. Deployment L2 C8 V1-utUxiW-tZrY.en.vtt	VTT	7.01 KB
12. Deployment L2 C8 V1-utUxiW-tZrY.mp4	MP4	10.9 MB
12. Deployment L2 C8 V1-utUxiW-tZrY.zh-CN.vtt	VTT	5.57 KB
12. Mini-Project Solution.html	HTML	7.48 KB
13. Boston Housing In-Depth - Data Preparation.html	HTML	9.14 KB
13. Deployment L2 C9b V2-TA-Ms7djeL0.en.vtt	VTT	4.9 KB
13. Deployment L2 C9b V2-TA-Ms7djeL0.mp4	MP4	7.57 MB
13. Deployment L2 C9b V2-TA-Ms7djeL0.zh-CN.vtt	VTT	4.22 KB
14. Boston Housing In-Depth - Creating a Training Job.html	HTML	7.57 KB
14. Deployment L2 C10b V1-1CIbWNUSZXo.en.vtt	VTT	6.51 KB
14. Deployment L2 C10b V1-1CIbWNUSZXo.mp4	MP4	16.82 MB
14. Deployment L2 C10b V1-1CIbWNUSZXo.zh-CN.vtt	VTT	5.38 KB
15. Boston Housing In-Depth - Building a Model.html	HTML	7.56 KB
15. Deployment L2 C11b V1-JJyVsmcV2M4.en.vtt	VTT	6.04 KB
15. Deployment L2 C11b V1-JJyVsmcV2M4.mp4	MP4	10.78 MB
15. Deployment L2 C11b V1-JJyVsmcV2M4.zh-CN.vtt	VTT	5.1 KB
16. Boston Housing In-Depth - Creating a Batch Transform Job.html	HTML	7.55 KB
16. Deployment L2 C12 V1-JwPJMYRl3nw.en.vtt	VTT	4.21 KB
16. Deployment L2 C12 V1-JwPJMYRl3nw.mp4	MP4	7.25 MB
16. Deployment L2 C12 V1-JwPJMYRl3nw.zh-CN.vtt	VTT	3.47 KB
17. Summary.html	HTML	11.01 KB
img.zip	ZIP	1.26 MB
index.html	HTML	5.91 KB

Part 03-Module 01-Lesson 03_Deploying and Using a Model

01. Deploying a Model in SageMaker.html	HTML	9.05 KB
01. L3 00 Intro V2-g_GYZpcVcFE.en.vtt	VTT	797 B
01. L3 00 Intro V2-g_GYZpcVcFE.mp4	MP4	2.79 MB
01. L3 00 Intro V2-g_GYZpcVcFE.zh-CN.vtt	VTT	718 B
02. Boston Housing Example - Deploying the Model.html	HTML	8.45 KB
02. Deployment L3 C1 V1-0PBsV-SzSlo.en.vtt	VTT	5.22 KB
02. Deployment L3 C1 V1-0PBsV-SzSlo.mp4	MP4	11.84 MB
02. Deployment L3 C1 V1-0PBsV-SzSlo.zh-CN.vtt	VTT	4.39 KB
03. Boston Housing In-Depth - Deploying the Model.html	HTML	8.28 KB
03. Deployment L3 C2 V1-1lzWAzypJ9k.en.vtt	VTT	9.22 KB
03. Deployment L3 C2 V1-1lzWAzypJ9k.mp4	MP4	16.24 MB
03. Deployment L3 C2 V1-1lzWAzypJ9k.zh-CN.vtt	VTT	7.6 KB
04. Deploying and Using a Sentiment Analysis Model.html	HTML	8.66 KB
04. Deployment L3 C3 V1-r7XVQEojRKk.en.vtt	VTT	2.3 KB
04. Deployment L3 C3 V1-r7XVQEojRKk.mp4	MP4	3.55 MB
04. Deployment L3 C3 V1-r7XVQEojRKk.zh-CN.vtt	VTT	1.93 KB
05. Bag Of Words-A7M1z8yLl0w.en.vtt	VTT	4.72 KB
05. Bag Of Words-A7M1z8yLl0w.mp4	MP4	6.57 MB
05. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	VTT	5.04 KB
05. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	VTT	4.12 KB
05. Text Processing, Bag of Words.html	HTML	9.65 KB
06. Building and Deploying the Model.html	HTML	7.91 KB
06. Deployment L3 C4b V1-JCiQhhXbeuc.en.vtt	VTT	8.45 KB
06. Deployment L3 C4b V1-JCiQhhXbeuc.mp4	MP4	17.17 MB
06. Deployment L3 C4b V1-JCiQhhXbeuc.zh-CN.vtt	VTT	6.79 KB
07. Deployment L3 C5b V1-WTwj-7XcTro.en.vtt	VTT	10.36 KB
07. Deployment L3 C5b V1-WTwj-7XcTro.mp4	MP4	17.32 MB
07. Deployment L3 C5b V1-WTwj-7XcTro.zh-CN.vtt	VTT	8.53 KB
07. How to Use a Deployed Model.html	HTML	9.03 KB
08. Creating and Using an Endpoint.html	HTML	8.75 KB
09. Building a Lambda Function.html	HTML	15.65 KB
09. Deployment L3 C6 V1-jOXETK4AerU.en.vtt	VTT	9.36 KB
09. Deployment L3 C6 V1-jOXETK4AerU.mp4	MP4	18.8 MB
09. Deployment L3 C6 V1-jOXETK4AerU.zh-CN.vtt	VTT	7.9 KB
10. Building an API.html	HTML	7.78 KB
10. Deployment L3 C7 V1-AzBQ-aDQSG4.en.vtt	VTT	5.16 KB
10. Deployment L3 C7 V1-AzBQ-aDQSG4.mp4	MP4	7.75 MB
10. Deployment L3 C7 V1-AzBQ-aDQSG4.zh-CN.vtt	VTT	4.28 KB
11. Deployment L3 C8 V1-VgG41Q_a15I.en.vtt	VTT	5.1 KB
11. Deployment L3 C8 V1-VgG41Q_a15I.mp4	MP4	8.1 MB
11. Deployment L3 C8 V1-VgG41Q_a15I.zh-CN.vtt	VTT	4.24 KB
11. Using the Final Web Application.html	HTML	8.29 KB
12. Summary.html	HTML	8.46 KB
img.zip	ZIP	366.17 KB
index.html	HTML	5.24 KB

Part 03-Module 01-Lesson 04_Hyperparameter Tuning

01. Hyperparameter Tuning.html	HTML	7.98 KB
01. L4 00 Intro V2-ohVX3RUTghg.en.vtt	VTT	988 B
01. L4 00 Intro V2-ohVX3RUTghg.mp4	MP4	3.7 MB
01. L4 00 Intro V2-ohVX3RUTghg.zh-CN.vtt	VTT	830 B
02. Deployment L4 C1 V1-nah8kxqp55U.en.vtt	VTT	5.87 KB
02. Deployment L4 C1 V1-nah8kxqp55U.mp4	MP4	10.74 MB
02. Deployment L4 C1 V1-nah8kxqp55U.zh-CN.vtt	VTT	4.73 KB
02. Introduction to Hyperparameter Tuning.html	HTML	7.71 KB
03. Boston Housing Example - Tuning the Model.html	HTML	8.72 KB
03. Deployment L4 C2 V1-lsYRtKivrGc.en.vtt	VTT	5.31 KB
03. Deployment L4 C2 V1-lsYRtKivrGc.mp4	MP4	10.26 MB
03. Deployment L4 C2 V1-lsYRtKivrGc.zh-CN.vtt	VTT	4.32 KB
04. Deployment L4 C3 V1-7XORMSX7vAY.en.vtt	VTT	1.44 KB
04. Deployment L4 C3 V1-7XORMSX7vAY.mp4	MP4	3.26 MB
04. Deployment L4 C3 V1-7XORMSX7vAY.zh-CN.vtt	VTT	1.26 KB
04. Mini-Project Tuning the Sentiment Analysis Model.html	HTML	7.62 KB
05. Deployment L4 C4 V1-Q2Vthdca49I.en.vtt	VTT	3.67 KB
05. Deployment L4 C4 V1-Q2Vthdca49I.mp4	MP4	6.13 MB
05. Deployment L4 C4 V1-Q2Vthdca49I.zh-CN.vtt	VTT	2.97 KB
05. Mini-Project Solution - Tuning the Model.html	HTML	6.71 KB
06. Deployment L4 C5 V2-i-EjGkZ8z30.en.vtt	VTT	4.58 KB
06. Deployment L4 C5 V2-i-EjGkZ8z30.mp4	MP4	11.24 MB
06. Deployment L4 C5 V2-i-EjGkZ8z30.zh-CN.vtt	VTT	3.62 KB
06. Mini-Project Solution - Fixing the Error and Testing.html	HTML	6.74 KB
07. Boston Housing In-Depth - Creating a Tuning Job.html	HTML	8.29 KB
07. Deployment L4 C6 V2-vlsZ-jC5C8Y.en.vtt	VTT	7.46 KB
07. Deployment L4 C6 V2-vlsZ-jC5C8Y.mp4	MP4	12.48 MB
07. Deployment L4 C6 V2-vlsZ-jC5C8Y.zh-CN.vtt	VTT	5.96 KB
08. Boston Housing In-Depth - Monitoring the Tuning Job.html	HTML	6.74 KB
08. Deployment L4 C7 V1-WXjIkSHYEyM.en.vtt	VTT	1.89 KB
08. Deployment L4 C7 V1-WXjIkSHYEyM.mp4	MP4	2.44 MB
08. Deployment L4 C7 V1-WXjIkSHYEyM.zh-CN.vtt	VTT	1.61 KB
09. Boston Housing In-Depth - Building and Testing the Model.html	HTML	6.71 KB
09. Deployment L4 C8 V1-ap7d7DZL0Ic.en.vtt	VTT	3 KB
09. Deployment L4 C8 V1-ap7d7DZL0Ic.mp4	MP4	6.44 MB
09. Deployment L4 C8 V1-ap7d7DZL0Ic.zh-CN.vtt	VTT	2.5 KB
10. Summary.html	HTML	7.59 KB
index.html	HTML	5.22 KB

Part 03-Module 01-Lesson 05_Updating a Model

01. L5 00 Intro V2-7wI168JzBiU.en.vtt	VTT	1.19 KB
01. L5 00 Intro V2-7wI168JzBiU.mp4	MP4	3.13 MB
01. L5 00 Intro V2-7wI168JzBiU.zh-CN.vtt	VTT	984 B
01. Updating a Model.html	HTML	7.94 KB
02. Building a Sentiment Analysis Model (XGBoost).html	HTML	7.48 KB
02. Deployment L5 C1 V1-dwRkA0ig3uU.en.vtt	VTT	6.36 KB
02. Deployment L5 C1 V1-dwRkA0ig3uU.mp4	MP4	10.6 MB
02. Deployment L5 C1 V1-dwRkA0ig3uU.zh-CN.vtt	VTT	5.16 KB
03. Building a Sentiment Analysis Model (Linear Learner).html	HTML	7.76 KB
03. Deployment L5 C2 V1-7TdiVF6qS1k.en.vtt	VTT	5.23 KB
03. Deployment L5 C2 V1-7TdiVF6qS1k.mp4	MP4	7.16 MB
03. Deployment L5 C2 V1-7TdiVF6qS1k.zh-CN.vtt	VTT	4.22 KB
04. Combining the Models.html	HTML	7.53 KB
04. Deployment L5 C3 V1-OYYJerDHu0o.en.vtt	VTT	7.58 KB
04. Deployment L5 C3 V1-OYYJerDHu0o.mp4	MP4	13.64 MB
04. Deployment L5 C3 V1-OYYJerDHu0o.zh-CN.vtt	VTT	6.21 KB
05. Deployment L5 C4 V1-v7dYwxuKXzI.en.vtt	VTT	1.07 KB
05. Deployment L5 C4 V1-v7dYwxuKXzI.mp4	MP4	1.26 MB
05. Deployment L5 C4 V1-v7dYwxuKXzI.zh-CN.vtt	VTT	915 B
05. Mini-Project Updating a Sentiment Analysis Model.html	HTML	7.48 KB
06. Deployment L5 C5 V1-75RxW3R6674.en.vtt	VTT	5.25 KB
06. Deployment L5 C5 V1-75RxW3R6674.mp4	MP4	8.06 MB
06. Deployment L5 C5 V1-75RxW3R6674.zh-CN.vtt	VTT	4.42 KB
06. Loading and Testing the New Data.html	HTML	6.58 KB
07. Deployment L5 C6 V1-sEBK1dmiUfE.en.vtt	VTT	6.27 KB
07. Deployment L5 C6 V1-sEBK1dmiUfE.mp4	MP4	9.69 MB
07. Deployment L5 C6 V1-sEBK1dmiUfE.zh-CN.vtt	VTT	5.09 KB
07. Exploring the New Data.html	HTML	6.55 KB
08. Building a New Model.html	HTML	6.54 KB
08. Deployment L5 C7 V1-RUVxrKcWAsU.en.vtt	VTT	9.22 KB
08. Deployment L5 C7 V1-RUVxrKcWAsU.mp4	MP4	14.62 MB
08. Deployment L5 C7 V1-RUVxrKcWAsU.zh-CN.vtt	VTT	7.49 KB
09. Deployment L5 C8 V1-Vdacqn_w-e4.en.vtt	VTT	4.08 KB
09. Deployment L5 C8 V1-Vdacqn_w-e4.mp4	MP4	3.81 MB
09. Deployment L5 C8 V1-Vdacqn_w-e4.zh-CN.vtt	VTT	3.49 KB
09. SageMaker Retrospective.html	HTML	8.93 KB
10. Cleaning Up Your AWS Account.html	HTML	8.67 KB
10. Deployment L5 C9 V1-8z24cb3EfMc.en.vtt	VTT	3.78 KB
10. Deployment L5 C9 V1-8z24cb3EfMc.mp4	MP4	4.43 MB
10. Deployment L5 C9 V1-8z24cb3EfMc.zh-CN.vtt	VTT	3.04 KB
11. Deployment L5 C10 V1-ilnX9rUlV_w.en.vtt	VTT	6.24 KB
11. Deployment L5 C10 V1-ilnX9rUlV_w.mp4	MP4	8.21 MB
11. Deployment L5 C10 V1-ilnX9rUlV_w.zh-CN.vtt	VTT	5.07 KB
11. SageMaker Tips and Tricks.html	HTML	7.43 KB
index.html	HTML	5.11 KB

Part 03-Module 02-Lesson 01_Project Deploying a Sentiment Analysis Model

01. Deploying a Sentiment Analysis Model-LWcJtUKVkzo.en.vtt	VTT	2.6 KB
01. Deploying a Sentiment Analysis Model-LWcJtUKVkzo.mp4	MP4	4.18 MB
01. Deploying a Sentiment Analysis Model-LWcJtUKVkzo.zh-CN.vtt	VTT	2.04 KB
01. Deployment Project.html	HTML	5.96 KB
02. Setting up a Notebook Instance.html	HTML	9.42 KB
03. SageMaker Instance Utilization Limits.html	HTML	14.83 KB
Project Description - Deploy a Sentiment Analysis Model.html	HTML	8.02 KB
Project Rubric - Deploy a Sentiment Analysis Model.html	HTML	11.64 KB
img.zip	ZIP	661.96 KB
index.html	HTML	4.66 KB

Part 04-Module 01-Lesson 01_Population Segmentation

01. 01 HS Intro Dan And Cezanne V2-2K8KFEUxNbw.en.vtt	VTT	1.66 KB
01. 01 HS Intro Dan And Cezanne V2-2K8KFEUxNbw.mp4	MP4	6 MB
01. 01 HS Intro Dan And Cezanne V2-2K8KFEUxNbw.zh-CN.vtt	VTT	1.46 KB
01. Introducing Cezanne _ Dan.html	HTML	9.16 KB
02. 01 What Is Amazon Sagemaker-JWRtWcd92E4.en.vtt	VTT	4.14 KB
02. 01 What Is Amazon Sagemaker-JWRtWcd92E4.mp4	MP4	17.48 MB
02. 01 What Is Amazon Sagemaker-JWRtWcd92E4.zh-CN.vtt	VTT	3.46 KB
02. 02 What Applications Are Enabled By Amazon-iXN30g70PJ0.en.vtt	VTT	2.95 KB
02. 02 What Applications Are Enabled By Amazon-iXN30g70PJ0.mp4	MP4	13.55 MB
02. 02 What Applications Are Enabled By Amazon-iXN30g70PJ0.zh-CN.vtt	VTT	2.21 KB
02. 03 Why Should Students Gain Skills In Sagemaker And Cloud Services-Hp6qTdiqU3g.en.vtt	VTT	6.29 KB
02. 03 Why Should Students Gain Skills In Sagemaker And Cloud Services-Hp6qTdiqU3g.mp4	MP4	41.22 MB
02. 03 Why Should Students Gain Skills In Sagemaker And Cloud Services-Hp6qTdiqU3g.zh-CN.vtt	VTT	4.97 KB
02. Interview Segment What is SageMaker and Why Learn It.html	HTML	11.26 KB
03. Course Outline, Case Studies.html	HTML	12.45 KB
04. L1 031 Unsupervised Vs Supervised Learning V1 RENDER V2-9M6T9Bx3oNA.en.vtt	VTT	3.74 KB
04. L1 031 Unsupervised Vs Supervised Learning V1 RENDER V2-9M6T9Bx3oNA.mp4	MP4	8.01 MB
04. L1 031 Unsupervised Vs Supervised Learning V1 RENDER V2-9M6T9Bx3oNA.zh-CN.vtt	VTT	3.08 KB
04. Unsupervised v Supervised Learning.html	HTML	8.79 KB
05. L1 032 Model Design V1 RENDER V2-zxNoSTZ3s90.en.vtt	VTT	2.79 KB
05. L1 032 Model Design V1 RENDER V2-zxNoSTZ3s90.mp4	MP4	10.22 MB
05. L1 032 Model Design V1 RENDER V2-zxNoSTZ3s90.zh-CN.vtt	VTT	2.4 KB
05. Model Design.html	HTML	8.65 KB
06. L1C05 HSV2 Population Segmentation With KMeans V1-3pXFLrnk7q0.en.vtt	VTT	2.65 KB
06. L1C05 HSV2 Population Segmentation With KMeans V1-3pXFLrnk7q0.mp4	MP4	8.04 MB
06. L1C05 HSV2 Population Segmentation With KMeans V1-3pXFLrnk7q0.zh-CN.vtt	VTT	2.23 KB
06. Population Segmentation.html	HTML	8.74 KB
07. K-means Clustering-Cf_LSDCEBzk.en.vtt	VTT	6.44 KB
07. K-means Clustering-Cf_LSDCEBzk.mp4	MP4	6.06 MB
07. K-means Clustering-Cf_LSDCEBzk.zh-CN.vtt	VTT	5.84 KB
07. K-means, Overview.html	HTML	11.06 KB
08. Creating a Notebook Instance.html	HTML	9.92 KB
08. L1C3 Creating A Notebook Instance V2-w2GBAnhUlOw.en.vtt	VTT	7.26 KB
08. L1C3 Creating A Notebook Instance V2-w2GBAnhUlOw.mp4	MP4	8.84 MB
08. L1C3 Creating A Notebook Instance V2-w2GBAnhUlOw.zh-CN.vtt	VTT	6.42 KB
09. Create a SageMaker Notebook Instance.html	HTML	10.73 KB
10. Pre-Notebook Population Segmentation.html	HTML	10.57 KB
11. Exercise Data Loading _ Processing.html	HTML	8.73 KB
11. L1C4 DataLoading Processing 2 V2-YlG9T17KcbU.en.vtt	VTT	10.89 KB
11. L1C4 DataLoading Processing 2 V2-YlG9T17KcbU.mp4	MP4	26.27 MB
11. L1C4 DataLoading Processing 2 V2-YlG9T17KcbU.zh-CN.vtt	VTT	9.36 KB
12. L1C5 Data PreProcessing Solution-2jUouM70A1I.en.vtt	VTT	8.07 KB
12. L1C5 Data PreProcessing Solution-2jUouM70A1I.mp4	MP4	11.98 MB
12. L1C5 Data PreProcessing Solution-2jUouM70A1I.zh-CN.vtt	VTT	6.77 KB
12. Solution Data Pre-Processing.html	HTML	8.69 KB
13. Exercise Normalization.html	HTML	9.96 KB
14. L1C7 Normalization Solution V3-UDWwdG4e1a0.en.vtt	VTT	3.01 KB
14. L1C7 Normalization Solution V3-UDWwdG4e1a0.mp4	MP4	3.4 MB
14. L1C7 Normalization Solution V3-UDWwdG4e1a0.zh-CN.vtt	VTT	2.5 KB
14. Solution Normalization.html	HTML	8.66 KB
15. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt	VTT	9.88 KB
15. PCA Toy Problem SC V1-uyl44T12yU8.mp4	MP4	15.15 MB
15. PCA Toy Problem SC V1-uyl44T12yU8.zh-CN.vtt	VTT	8.1 KB
15. PCA, Overview.html	HTML	10.12 KB
16. L1C8 PCA Estimator V2-HGEqgi2MKcU.en.vtt	VTT	12.25 KB
16. L1C8 PCA Estimator V2-HGEqgi2MKcU.mp4	MP4	19.78 MB
16. L1C8 PCA Estimator V2-HGEqgi2MKcU.zh-CN.vtt	VTT	10.65 KB
16. PCA Estimator _ Training.html	HTML	8.67 KB
17. Exercise PCA Model Attributes _ Variance.html	HTML	8.73 KB
17. L1C9 PCA Attributes Variance V3-dumVafbS7pk.en.vtt	VTT	10.38 KB
17. L1C9 PCA Attributes Variance V3-dumVafbS7pk.mp4	MP4	16.38 MB
17. L1C9 PCA Attributes Variance V3-dumVafbS7pk.zh-CN.vtt	VTT	8.67 KB
18. L1C10 Variance Solution V3-C-BRBjxlUuE.en.vtt	VTT	4.44 KB
18. L1C10 Variance Solution V3-C-BRBjxlUuE.mp4	MP4	6.95 MB
18. L1C10 Variance Solution V3-C-BRBjxlUuE.zh-CN.vtt	VTT	3.62 KB
18. Solution Variance.html	HTML	8.63 KB
19. Component Makeup.html	HTML	8.66 KB
19. L1C11 Component Makeup V2-fiSr_Xjm3qI.en.vtt	VTT	5.93 KB
19. L1C11 Component Makeup V2-fiSr_Xjm3qI.mp4	MP4	8.27 MB
19. L1C11 Component Makeup V2-fiSr_Xjm3qI.zh-CN.vtt	VTT	4.88 KB
20. Exercise PCA Deployment _ Data Transformation.html	HTML	9 KB
20. L1C12 PCA Deployment V1-qsnpHHuwbbA.en.vtt	VTT	4.89 KB
20. L1C12 PCA Deployment V1-qsnpHHuwbbA.mp4	MP4	8.02 MB
20. L1C12 PCA Deployment V1-qsnpHHuwbbA.zh-CN.vtt	VTT	4.31 KB
21. L1C13 Creating New Data Solution V4-4l2UHyyVV7Y.en.vtt	VTT	6.68 KB
21. L1C13 Creating New Data Solution V4-4l2UHyyVV7Y.mp4	MP4	11.83 MB
21. L1C13 Creating New Data Solution V4-4l2UHyyVV7Y.zh-CN.vtt	VTT	5.61 KB
21. Solution Creating Transformed Data.html	HTML	8.75 KB
22. Exercise K-means Estimator _ Selecting K.html	HTML	13.93 KB
23. Exercise K-means Predictions (clusters).html	HTML	9.74 KB
24. L1C15 Kmeans Solutioni V2-0xx2p2vnCg0.en.vtt	VTT	8.39 KB
24. L1C15 Kmeans Solutioni V2-0xx2p2vnCg0.mp4	MP4	13.02 MB
24. L1C15 Kmeans Solutioni V2-0xx2p2vnCg0.zh-CN.vtt	VTT	7.09 KB
24. Solution K-means Predictor.html	HTML	8.67 KB
25. Exercise Get the Model Attributes.html	HTML	10.55 KB
26. L1C17 Model Attributes Conclusions V2-VS-hVhsCBPw.en.vtt	VTT	7.43 KB
26. L1C17 Model Attributes Conclusions V2-VS-hVhsCBPw.mp4	MP4	18.66 MB
26. L1C17 Model Attributes Conclusions V2-VS-hVhsCBPw.zh-CN.vtt	VTT	6.43 KB
26. Solution Model Attributes.html	HTML	8.71 KB
27. Clean Up All Resources.html	HTML	12.82 KB
28. AWS Workflow _ Summary.html	HTML	8.61 KB
28. L1 06 AWS Workflow _ Summary V1 RENDER V3-vMLN832942E.en.vtt	VTT	3.49 KB
28. L1 06 AWS Workflow _ Summary V1 RENDER V3-vMLN832942E.mp4	MP4	6.92 MB
28. L1 06 AWS Workflow _ Summary V1 RENDER V3-vMLN832942E.zh-CN.vtt	VTT	3.03 KB
img.zip	ZIP	1.91 MB
index.html	HTML	6.78 KB

Part 04-Module 01-Lesson 02_Payment Fraud Detection

01. Fraud Detection.html	HTML	7.69 KB
01. L2 01 Fraud Detection V1 RENDER V2-zDnyR5Tci5M.en.vtt	VTT	2.73 KB
01. L2 01 Fraud Detection V1 RENDER V2-zDnyR5Tci5M.mp4	MP4	12.37 MB
01. L2 01 Fraud Detection V1 RENDER V2-zDnyR5Tci5M.zh-CN.vtt	VTT	2.31 KB
02. Pre-Notebook Payment Fraud Detection.html	HTML	9.69 KB
03. 01 Transaction Data V1-bF65I3J6aqQ.en.vtt	VTT	5.5 KB
03. 01 Transaction Data V1-bF65I3J6aqQ.mp4	MP4	15.11 MB
03. 01 Transaction Data V1-bF65I3J6aqQ.zh-CN.vtt	VTT	4.72 KB
03. Exercise Payment Transaction Data.html	HTML	7.7 KB
04. 02 Data Splitting Dist Solution V1-Cjn82LqTB00.en.vtt	VTT	5.41 KB
04. 02 Data Splitting Dist Solution V1-Cjn82LqTB00.mp4	MP4	12.4 MB
04. 02 Data Splitting Dist Solution V1-Cjn82LqTB00.zh-CN.vtt	VTT	4.55 KB
04. Solution Data Distribution _ Splitting.html	HTML	7.76 KB
05. 03 LinearLearner V1-pjs5pP9OOMc.en.vtt	VTT	3.35 KB
05. 03 LinearLearner V1-pjs5pP9OOMc.mp4	MP4	5.73 MB
05. 03 LinearLearner V1-pjs5pP9OOMc.zh-CN.vtt	VTT	2.91 KB
05. LinearLearner _ Class Imbalance.html	HTML	7.68 KB
06. Exercise Define a LinearLearner.html	HTML	8.89 KB
07. 05 Default LinearLearner V2-WaqDbA_5dNE.en.vtt	VTT	3.1 KB
07. 05 Default LinearLearner V2-WaqDbA_5dNE.mp4	MP4	4.87 MB
07. 05 Default LinearLearner V2-WaqDbA_5dNE.zh-CN.vtt	VTT	2.59 KB
07. Solution Default LinearLearner.html	HTML	7.72 KB
08. Exercise Format Data _ Train the LinearLearner.html	HTML	8.42 KB
09. 091 Training Job V1--whnaHFkPxU.en.vtt	VTT	5.44 KB
09. 091 Training Job V1--whnaHFkPxU.mp4	MP4	15.89 MB
09. 091 Training Job V1--whnaHFkPxU.zh-CN.vtt	VTT	4.63 KB
09. Solution Training Job.html	HTML	7.65 KB
10. Precision _ Recall, Overview.html	HTML	8.6 KB
11. Exercise Deploy Estimator.html	HTML	9.12 KB
12. 092 Deployment Evaluation V1-ZknaWInjSa4.en.vtt	VTT	6.59 KB
12. 092 Deployment Evaluation V1-ZknaWInjSa4.mp4	MP4	14.95 MB
12. 092 Deployment Evaluation V1-ZknaWInjSa4.zh-CN.vtt	VTT	5.58 KB
12. Solution Deployment _ Evaluation.html	HTML	7.71 KB
13. 10 Model Improvements V1-JjZMuUnxKw4.en.vtt	VTT	2.62 KB
13. 10 Model Improvements V1-JjZMuUnxKw4.mp4	MP4	3.48 MB
13. 10 Model Improvements V1-JjZMuUnxKw4.zh-CN.vtt	VTT	2.33 KB
13. Model Improvements.html	HTML	7.65 KB
14. 11 Model Tuning V1-bb7zG0TdtRM.en.vtt	VTT	4.51 KB
14. 11 Model Tuning V1-bb7zG0TdtRM.mp4	MP4	11.36 MB
14. 11 Model Tuning V1-bb7zG0TdtRM.zh-CN.vtt	VTT	3.79 KB
14. Improvement, Model Tuning.html	HTML	7.66 KB
15. Exercise Improvement, Class Imbalance.html	HTML	10.53 KB
16. 13 Class Balancing Solution V1-ncoPZdiVLJg.en.vtt	VTT	3.29 KB
16. 13 Class Balancing Solution V1-ncoPZdiVLJg.mp4	MP4	7.25 MB
16. 13 Class Balancing Solution V1-ncoPZdiVLJg.zh-CN.vtt	VTT	2.91 KB
16. Solution Accounting for Class Imbalance.html	HTML	7.75 KB
17. Exercise Define a Model w Specifications.html	HTML	10.08 KB
18. One Solution Tuned and Balanced LinearLearner.html	HTML	10.89 KB
19. L2 03 Summary _ Improvements V2-VsjDz3agnhQ.en.vtt	VTT	1.46 KB
19. L2 03 Summary _ Improvements V2-VsjDz3agnhQ.mp4	MP4	5.14 MB
19. L2 03 Summary _ Improvements V2-VsjDz3agnhQ.zh-CN.vtt	VTT	1.28 KB
19. Summary and Improvements.html	HTML	7.58 KB
img.zip	ZIP	65.8 KB
index.html	HTML	6.01 KB

Part 04-Module 01-Lesson 03_Interview Segment SageMaker as a Tool _ the Future of ML

01. 04 How Does Amazon Decide Which Features To Work On-KYG_LWDhg4I.en.vtt	VTT	7.88 KB
01. 04 How Does Amazon Decide Which Features To Work On-KYG_LWDhg4I.mp4	MP4	60.52 MB
01. 04 How Does Amazon Decide Which Features To Work On-KYG_LWDhg4I.zh-CN.vtt	VTT	6.55 KB
01. 05 Can You Explain The Idea Behind The GitHub Respository-Hk9ChDtv_nQ.en.vtt	VTT	8.57 KB
01. 05 Can You Explain The Idea Behind The GitHub Respository-Hk9ChDtv_nQ.mp4	MP4	64.46 MB
01. 05 Can You Explain The Idea Behind The GitHub Respository-Hk9ChDtv_nQ.zh-CN.vtt	VTT	6.91 KB
01. 06 Does Sagemaker Work With Certain Products Or Use Cases-9HSJp_i9LFw.en.vtt	VTT	4.04 KB
01. 06 Does Sagemaker Work With Certain Products Or Use Cases-9HSJp_i9LFw.mp4	MP4	40.97 MB
01. 06 Does Sagemaker Work With Certain Products Or Use Cases-9HSJp_i9LFw.zh-CN.vtt	VTT	3.4 KB
01. Interview Segment Developing SageMaker.html	HTML	8.19 KB
02. 07 How Do You Label Data At Scale-G_E5N6k2knA.en.vtt	VTT	3.92 KB
02. 07 How Do You Label Data At Scale-G_E5N6k2knA.mp4	MP4	35.77 MB
02. 07 How Do You Label Data At Scale-G_E5N6k2knA.zh-CN.vtt	VTT	3.09 KB
02. 08 What_S Your Prediction Of What Sagemaker Will Prioritize In The Next 1-2 Years-git73JsQC1Y.en.vtt	VTT	8.98 KB
02. 08 What_S Your Prediction Of What Sagemaker Will Prioritize In The Next 1-2 Years-git73JsQC1Y.mp4	MP4	71.01 MB
02. 08 What_S Your Prediction Of What Sagemaker Will Prioritize In The Next 1-2 Years-git73JsQC1Y.zh-CN.vtt	VTT	7.27 KB
02. Interview Segment New Features.html	HTML	6.93 KB
03. 09 Do You Have Advice For Someone Who Wants To Learn More-Wgq4eukacqE.en.vtt	VTT	4.45 KB
03. 09 Do You Have Advice For Someone Who Wants To Learn More-Wgq4eukacqE.mp4	MP4	44.8 MB
03. 09 Do You Have Advice For Someone Who Wants To Learn More-Wgq4eukacqE.zh-CN.vtt	VTT	3.44 KB
03. Interview Segment Further Learning.html	HTML	5.93 KB
index.html	HTML	4.47 KB

Part 04-Module 01-Lesson 04_Deploying Custom Models

01. Pre-Notebook Custom Models _ Moon Data.html	HTML	9.71 KB
02. 18 Moon Data Custom Model V1-vb5ojq8Jw7k.en.vtt	VTT	7.45 KB
02. 18 Moon Data Custom Model V1-vb5ojq8Jw7k.mp4	MP4	14.97 MB
02. 18 Moon Data Custom Model V1-vb5ojq8Jw7k.zh-CN.vtt	VTT	6.19 KB
02. Moon Data _ Custom Models.html	HTML	6.81 KB
03. 19 Uploading To S3 V1-Mz08Bac6h2Y.en.vtt	VTT	3.13 KB
03. 19 Uploading To S3 V1-Mz08Bac6h2Y.mp4	MP4	6.99 MB
03. 19 Uploading To S3 V1-Mz08Bac6h2Y.zh-CN.vtt	VTT	2.63 KB
03. Upload Data to S3.html	HTML	6.77 KB
04. 20 Custom PyTorch Model V1-kiZ22MJWSFU.en.vtt	VTT	3.24 KB
04. 20 Custom PyTorch Model V1-kiZ22MJWSFU.mp4	MP4	6.64 MB
04. 20 Custom PyTorch Model V1-kiZ22MJWSFU.zh-CN.vtt	VTT	2.84 KB
04. Exercise Custom PyTorch Classifier.html	HTML	6.84 KB
05. 22 Simple NN V1-FINTJpz1Yx0.en.vtt	VTT	2.78 KB
05. 22 Simple NN V1-FINTJpz1Yx0.mp4	MP4	4.98 MB
05. 22 Simple NN V1-FINTJpz1Yx0.zh-CN.vtt	VTT	2.34 KB
05. Solution Simple Neural Network.html	HTML	6.78 KB
06. 23 Train Script V2-1cbvRmKvQIg.en.vtt	VTT	8.56 KB
06. 23 Train Script V2-1cbvRmKvQIg.mp4	MP4	19.45 MB
06. 23 Train Script V2-1cbvRmKvQIg.zh-CN.vtt	VTT	7.42 KB
06. Exercise Training Script.html	HTML	6.78 KB
07. 24 Complete Training Script V1-xmrB3sqbeTU.en.vtt	VTT	4.16 KB
07. 24 Complete Training Script V1-xmrB3sqbeTU.mp4	MP4	8.61 MB
07. 24 Complete Training Script V1-xmrB3sqbeTU.zh-CN.vtt	VTT	3.49 KB
07. Solution Complete Training Script.html	HTML	6.84 KB
08. Custom SKLearn Model.html	HTML	7.45 KB
09. 26 PyTorch Estimator Model V1-pJOkQfMtxpc.en.vtt	VTT	7.18 KB
09. 26 PyTorch Estimator Model V1-pJOkQfMtxpc.mp4	MP4	16.68 MB
09. 26 PyTorch Estimator Model V1-pJOkQfMtxpc.zh-CN.vtt	VTT	6.2 KB
09. PyTorch Estimator.html	HTML	6.81 KB
10. Exercise Create a PyTorchModel _ Endpoint.html	HTML	9.5 KB
11. 28 PyTorch Deployment Evaluation V2-qZTyQqo9FWM.en.vtt	VTT	5.12 KB
11. 28 PyTorch Deployment Evaluation V2-qZTyQqo9FWM.mp4	MP4	13.28 MB
11. 28 PyTorch Deployment Evaluation V2-qZTyQqo9FWM.zh-CN.vtt	VTT	4.42 KB
11. Solution PyTorchModel _ Evaluation.html	HTML	6.87 KB
12. Clean Up All Resources.html	HTML	10.95 KB
13. Summary of Skills.html	HTML	7.94 KB
img.zip	ZIP	2.55 MB
index.html	HTML	5.29 KB

Part 04-Module 01-Lesson 05_Time-Series Forecasting

01. L3 03 Time Series Forecasting-U8k2Fl2zgJ8.en.vtt	VTT	3 KB
01. L3 03 Time Series Forecasting-U8k2Fl2zgJ8.mp4	MP4	5.66 MB
01. Time-Series Forecasting.html	HTML	6.86 KB
02. 01 Time Series Notebook V2-OZJu6or8Fl0.en.vtt	VTT	5.49 KB
02. 01 Time Series Notebook V2-OZJu6or8Fl0.mp4	MP4	9.75 MB
02. Forecasting Energy Consumption, Notebook.html	HTML	6.9 KB
03. Pre-Notebook Time-Series Forecasting.html	HTML	9.21 KB
04. 02 Processing Energy Data V2-zxnoYK4sYgk.en.vtt	VTT	6.06 KB
04. 02 Processing Energy Data V2-zxnoYK4sYgk.mp4	MP4	14.69 MB
04. Processing Energy Data.html	HTML	6.84 KB
05. 03 Creating Time Series V2-KMzVAmoa66k.en.vtt	VTT	5.29 KB
05. 03 Creating Time Series V2-KMzVAmoa66k.mp4	MP4	10.52 MB
05. Exercise Creating Time Series.html	HTML	6.85 KB
06. Solution Split Data.html	HTML	8.98 KB
07. 05 Convert To JSON V2-YyxfrVQcM1E.en.vtt	VTT	2.87 KB
07. 05 Convert To JSON V2-YyxfrVQcM1E.mp4	MP4	6.66 MB
07. Exercise Convert to JSON.html	HTML	6.85 KB
08. 07 DeepAR Estimator V2-1Wx-LK9TVWY.en.vtt	VTT	2.2 KB
08. 07 DeepAR Estimator V2-1Wx-LK9TVWY.mp4	MP4	3.45 MB
08. Solution Formatting JSON Lines _ DeepAR Estimator.html	HTML	6.91 KB
09. Exercise DeepAR Estimator.html	HTML	8.05 KB
10. 08 Complete Estimator Hyperparams V2-ah7muNBc3dI.en.vtt	VTT	2.77 KB
10. 08 Complete Estimator Hyperparams V2-ah7muNBc3dI.mp4	MP4	5.99 MB
10. Solution Complete Estimator _ Hyperparameters.html	HTML	6.93 KB
11. 11 Making Predictions V2-BKOYIfgjsq8.en.vtt	VTT	5.96 KB
11. 11 Making Predictions V2-BKOYIfgjsq8.mp4	MP4	14.11 MB
11. Making Predictions.html	HTML	6.82 KB
12. Exercise Predicting the Future.html	HTML	8.68 KB
13. 13 Predicting Future Data V2-HT5xKDOgHYw.en.vtt	VTT	2.89 KB
13. 13 Predicting Future Data V2-HT5xKDOgHYw.mp4	MP4	5.38 MB
13. Solution Predicting Future Data.html	HTML	6.87 KB
14. Clean Up All Resources.html	HTML	11.01 KB
img.zip	ZIP	2.34 MB
index.html	HTML	5.43 KB

Part 04-Module 02-Lesson 01_Project

01. Project Overview.html	HTML	8.24 KB
02. Containment.html	HTML	7.24 KB
02. L4 03 Containment V1 V4-FwmT_7fICn0.en.vtt	VTT	4.12 KB
02. L4 03 Containment V1 V4-FwmT_7fICn0.mp4	MP4	6.37 MB
02. L4 03 Containment V1 V4-FwmT_7fICn0.zh-CN.vtt	VTT	3.45 KB
03. Notebook Calculate Containment.html	HTML	6.76 KB
04. L4 04 Longest Common Subsequence V1 V1-yxXXwBKeYvU.en.vtt	VTT	2.63 KB
04. L4 04 Longest Common Subsequence V1 V1-yxXXwBKeYvU.mp4	MP4	4.55 MB
04. L4 04 Longest Common Subsequence V1 V1-yxXXwBKeYvU.zh-CN.vtt	VTT	2.29 KB
04. Longest Common Subsequence.html	HTML	6.29 KB
05. Dynamic Programming.html	HTML	6.26 KB
05. L4 05 Dynamic Programming V1 V1-vAwu-sW9GJE.en.vtt	VTT	6.36 KB
05. L4 05 Dynamic Programming V1 V1-vAwu-sW9GJE.mp4	MP4	7.14 MB
05. L4 05 Dynamic Programming V1 V1-vAwu-sW9GJE.zh-CN.vtt	VTT	5.55 KB
06. Project Files _ Evaluation.html	HTML	8.88 KB
07. Notebook Exploring the Data.html	HTML	6.62 KB
Project Description - Plagiarism Detector.html	HTML	9 KB
Project Rubric - Plagiarism Detector.html	HTML	14.97 KB
img.zip	ZIP	24.28 KB
index.html	HTML	4.8 KB

Part 04-Module 03-Lesson 01_Get Quick Feedback on Your GitHub Profile

01. Prove Your Skills With GitHub.html	HTML	11.15 KB
02. Introduction-Vnj2VNQROtI.ar.vtt	VTT	2.28 KB
02. Introduction-Vnj2VNQROtI.en.vtt	VTT	1.58 KB
02. Introduction-Vnj2VNQROtI.ja-JP.vtt	VTT	1.97 KB
02. Introduction-Vnj2VNQROtI.mp4	MP4	5.46 MB
02. Introduction-Vnj2VNQROtI.pt-BR.vtt	VTT	1.79 KB
02. Introduction-Vnj2VNQROtI.zh-CN.vtt	VTT	1.62 KB
02. Introduction.html	HTML	8.06 KB
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt	VTT	3.93 KB
03. GitHub profile important items-prvPVTjVkwQ.en.vtt	VTT	2.93 KB
03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt	VTT	3.28 KB
03. GitHub profile important items-prvPVTjVkwQ.mp4	MP4	4.91 MB
03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt	VTT	3.14 KB
03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt	VTT	2.65 KB
03. GitHub profile important items.html	HTML	8.22 KB
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt	VTT	2.56 KB
04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt	VTT	1.92 KB
04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt	VTT	2.21 KB
04. Good GitHub repository-qBi8Q1EJdfQ.mp4	MP4	4.23 MB
04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt	VTT	2.07 KB
04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt	VTT	1.92 KB
04. Good GitHub repository.html	HTML	7.88 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt	VTT	4.59 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt	VTT	3.82 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.ja-JP.vtt	VTT	4.29 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.mp4	MP4	21.79 MB
05. Interview with Art - Part 1-ClLYamtaO-Q.pt-BR.vtt	VTT	4 KB
05. Interview with Art - Part 1-ClLYamtaO-Q.zh-CN.vtt	VTT	3.4 KB
05. Interview with Art - Part 1.html	HTML	7.95 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt	VTT	490 B
06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt	VTT	371 B
06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt	VTT	473 B
06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4	MP4	1.14 MB
06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt	VTT	457 B
06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt	VTT	357 B
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt	VTT	1.94 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt	VTT	1.39 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.ja-JP.vtt	VTT	1.61 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4	MP4	1.59 MB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt	VTT	1.48 KB
06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt	VTT	1.31 KB
06. Identify fixes for example “bad” profile.html	HTML	11.01 KB
07. Quick Fixes #1.html	HTML	7.77 KB
07. Quick Fixes-Lb9e2KemR6I.ar.vtt	VTT	2.61 KB
07. Quick Fixes-Lb9e2KemR6I.en.vtt	VTT	1.89 KB
07. Quick Fixes-Lb9e2KemR6I.ja-JP.vtt	VTT	2.17 KB
07. Quick Fixes-Lb9e2KemR6I.mp4	MP4	3.99 MB
07. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt	VTT	2.06 KB
07. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt	VTT	1.87 KB
08. Quick Fixes #2-It6AEuSDQw0.ar.vtt	VTT	608 B
08. Quick Fixes #2-It6AEuSDQw0.en.vtt	VTT	435 B
08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt	VTT	487 B
08. Quick Fixes #2-It6AEuSDQw0.mp4	MP4	2.25 MB
08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt	VTT	453 B
08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt	VTT	410 B
08. Quick Fixes #2.html	HTML	8.75 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt	VTT	1.5 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt	VTT	1.34 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt	VTT	1.48 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4	MP4	6.92 MB
09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt	VTT	1.22 KB
09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt	VTT	1.18 KB
09. Writing READMEs with Walter.html	HTML	8.2 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt	VTT	2.82 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt	VTT	2.16 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.ja-JP.vtt	VTT	2.53 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4	MP4	13.17 MB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt	VTT	2.4 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt	VTT	2.07 KB
10. Interview with Art - Part 2.html	HTML	7.93 KB
11. Commit messages best practices.html	HTML	10.12 KB
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt	VTT	678 B
12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt	VTT	501 B
12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt	VTT	610 B
12. Reflect on your commit messages-_0AHmKkfjTo.mp4	MP4	3.03 MB
12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt	VTT	538 B
12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt	VTT	473 B
12. Reflect on your commit messages.html	HTML	8.55 KB
13. Participating in open source projects-OxL-gMTizUA.ar.vtt	VTT	768 B
13. Participating in open source projects-OxL-gMTizUA.en.vtt	VTT	476 B
13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt	VTT	599 B
13. Participating in open source projects-OxL-gMTizUA.mp4	MP4	2.77 MB
13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt	VTT	551 B
13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt	VTT	438 B
13. Participating in open source projects.html	HTML	8.32 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt	VTT	5.33 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt	VTT	4.1 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.ja-JP.vtt	VTT	4.71 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.mp4	MP4	25.04 MB
14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt	VTT	4.56 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt	VTT	3.67 KB
14. Interview with Art - Part 3.html	HTML	7.94 KB
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt	VTT	2.16 KB
15. Participating in open source projects 2-elZCLxVvJrY.en.vtt	VTT	1.46 KB
15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt	VTT	1.81 KB
15. Participating in open source projects 2-elZCLxVvJrY.mp4	MP4	3.3 MB
15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt	VTT	1.69 KB
15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt	VTT	1.3 KB
15. Participating in open source projects 2.html	HTML	8.05 KB
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt	VTT	542 B
16. Starring interesting repositories-U3FUxkm1MxI.en.vtt	VTT	419 B
16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt	VTT	492 B
16. Starring interesting repositories-U3FUxkm1MxI.mp4	MP4	2.45 MB
16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt	VTT	460 B
16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt	VTT	392 B
16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt	VTT	812 B
16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt	VTT	634 B
16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt	VTT	777 B
16. Starring interesting repositories-ZwMY5rAAd7Q.mp4	MP4	1.47 MB
16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt	VTT	705 B
16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt	VTT	556 B
16. Starring interesting repositories.html	HTML	9.46 KB
17. Next Steps.html	HTML	8.08 KB
Project Description - Optimize Your GitHub Profile.html	HTML	10.03 KB
Project Rubric - Optimize Your GitHub Profile.html	HTML	9.89 KB
img.zip	ZIP	2.3 MB
index.html	HTML	5.91 KB

Part 04-Module 04-Lesson 01_Take 30 Min to Improve your LinkedIn

01. Get Opportunities with LinkedIn.html	HTML	11.21 KB
01. Why Network-exjEm9Paszk.ar.vtt	VTT	5.14 KB
01. Why Network-exjEm9Paszk.en.vtt	VTT	3.4 KB
01. Why Network-exjEm9Paszk.es-MX.vtt	VTT	3.2 KB
01. Why Network-exjEm9Paszk.ja-JP.vtt	VTT	4.33 KB
01. Why Network-exjEm9Paszk.mp4	MP4	17.37 MB
01. Why Network-exjEm9Paszk.pt-BR.vtt	VTT	3.2 KB
01. Why Network-exjEm9Paszk.zh-CN.vtt	VTT	3.29 KB
02. Meet Chris-0ccflD9x5WU.ar.vtt	VTT	6.32 KB
02. Meet Chris-0ccflD9x5WU.en.vtt	VTT	4.89 KB
02. Meet Chris-0ccflD9x5WU.es-MX.vtt	VTT	4.52 KB
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt	VTT	5.61 KB
02. Meet Chris-0ccflD9x5WU.mp4	MP4	32.54 MB
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt	VTT	4.47 KB
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt	VTT	4.41 KB
02. Use Your Story to Stand Out.html	HTML	8.75 KB
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt	VTT	5.13 KB
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt	VTT	3.53 KB
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt	VTT	3.56 KB
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt	VTT	4.35 KB
03. Elevator Pitch-S-nAHPrkQrQ.mp4	MP4	20.63 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt	VTT	3.47 KB
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt	VTT	3.4 KB
03. Why Use an Elevator Pitch.html	HTML	7.37 KB
04. Create Your Elevator Pitch.html	HTML	8.52 KB
04. Elevator Pitch-0QtgTG49E9I.ar.vtt	VTT	2.28 KB
04. Elevator Pitch-0QtgTG49E9I.en.vtt	VTT	2.06 KB
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt	VTT	1.99 KB
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt	VTT	2.45 KB
04. Elevator Pitch-0QtgTG49E9I.mp4	MP4	9.98 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt	VTT	1.94 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt	VTT	1.99 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt	VTT	2.19 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt	VTT	1.94 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt	VTT	1.43 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt	VTT	2.36 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4	MP4	8.93 MB
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt	VTT	1.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt	VTT	1.74 KB
05. Use Your Elevator Pitch on LinkedIn.html	HTML	9.77 KB
06. Create Your Profile With SEO In Mind.html	HTML	9.47 KB
07. Profile Essentials.html	HTML	11.27 KB
08. Work Experiences _ Accomplishments.html	HTML	9.8 KB
09. Build and Strengthen Your Network.html	HTML	10.65 KB
10. Reaching Out on LinkedIn.html	HTML	9.36 KB
11. Boost Your Visibility.html	HTML	8.58 KB
12. Up Next.html	HTML	8.09 KB
Project Description - Improve Your LinkedIn Profile.html	HTML	8.14 KB
Project Rubric - Improve Your LinkedIn Profile.html	HTML	16.33 KB
img.zip	ZIP	3.39 MB
index.html	HTML	5.44 KB
media.zip	ZIP	113.31 KB

Part 05-Module 01-Lesson 01_Machine Learning Engineer Capstone Project

01. Project Overview.html	HTML	8.72 KB
02. Software _ Data Requirements.html	HTML	8.72 KB
03. Possible Projects.html	HTML	9.54 KB
04. Arvato Final Project-qBR6A0IQXEE.en.vtt	VTT	5.37 KB
04. Arvato Final Project-qBR6A0IQXEE.mp4	MP4	26.44 MB
04. Arvato Final Project-qBR6A0IQXEE.pt-BR.vtt	VTT	5.72 KB
04. Arvato Final Project-qBR6A0IQXEE.zh-CN.vtt	VTT	4.86 KB
04. BertelsmannArvato Project Overview.html	HTML	8.82 KB
05. Arvato Terms and Conditions.html	HTML	8.84 KB
06. BertelsmannArvato Project Workspace.html	HTML	7.05 KB
07. Capstone-bq-H7M5BU3U.en.vtt	VTT	1.59 KB
07. Capstone-bq-H7M5BU3U.mp4	MP4	7.2 MB
07. Capstone-bq-H7M5BU3U.zh-CN.vtt	VTT	1.37 KB
07. Starbucks Project Overview.html	HTML	9.29 KB
08. Starbucks Project Workspace.html	HTML	7.03 KB
09. CNN Project Dog Breed Classifier.html	HTML	9.12 KB
10. Dog Project Workspace.html	HTML	7 KB
11. Selecting One Project.html	HTML	7.5 KB
img.zip	ZIP	122.8 KB
index.html	HTML	5.1 KB

Part 05-Module 01-Lesson 02_Writing up a Capstone Proposal

01. Capstone Proposal.html	HTML	5.18 KB
Project Description - Capstone Proposal.html	HTML	9.26 KB
Project Rubric - Capstone Proposal.html	HTML	8.94 KB
index.html	HTML	4.34 KB

Part 05-Module 01-Lesson 03_Machine Learning Capstone

01. Capstone project.html	HTML	5.16 KB
Project Description - Capstone Project.html	HTML	10.34 KB
Project Rubric - Capstone Project.html	HTML	10.29 KB
index.html	HTML	4.32 KB

Part 06-Module 01-Lesson 01_Congratulations!

01. Congratulations!.html	HTML	6.05 KB
img.zip	ZIP	4.51 MB
index.html	HTML	4.09 KB

Part 07-Module 01-Lesson 01_Introduction to NLP

01. NLP and Pipelines.html	HTML	6.45 KB
01. Natural Language Processing-UQBxJzoCp-I.en.vtt	VTT	1.17 KB
01. Natural Language Processing-UQBxJzoCp-I.mp4	MP4	4.63 MB
01. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	VTT	1.3 KB
01. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	VTT	1.04 KB
02. How NLP Pipelines Work.html	HTML	6.45 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	VTT	1.74 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	MP4	1.9 MB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	VTT	1.88 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	VTT	1.54 KB
03. Text Processing-pqheVyctkNQ.en.vtt	VTT	2.63 KB
03. Text Processing-pqheVyctkNQ.mp4	MP4	5.24 MB
03. Text Processing-pqheVyctkNQ.pt-BR.vtt	VTT	2.96 KB
03. Text Processing-pqheVyctkNQ.zh-CN.vtt	VTT	2.31 KB
03. Text Processing.html	HTML	6.65 KB
04. Feature Extraction-Bd6TJB8eVLQ.en.vtt	VTT	1.1 KB
04. Feature Extraction-Bd6TJB8eVLQ.mp4	MP4	4.15 MB
04. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt	VTT	970 B
04. Feature Extraction.html	HTML	6.27 KB
05. Bag Of Words-A7M1z8yLl0w.en.vtt	VTT	4.72 KB
05. Bag Of Words-A7M1z8yLl0w.mp4	MP4	6.57 MB
05. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	VTT	5.04 KB
05. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	VTT	4.12 KB
05. Bag of Words.html	HTML	6.34 KB
06. TF-IDF-XZBiBIRcACE.en.vtt	VTT	2.38 KB
06. TF-IDF-XZBiBIRcACE.mp4	MP4	2.05 MB
06. TF-IDF-XZBiBIRcACE.zh-CN.vtt	VTT	2.07 KB
06. TF-IDF.html	HTML	6.2 KB
07. One-Hot Encoding-a0j1CDXFYZI.en.vtt	VTT	1.4 KB
07. One-Hot Encoding-a0j1CDXFYZI.mp4	MP4	1.08 MB
07. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt	VTT	1.59 KB
07. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt	VTT	1.23 KB
07. One-Hot Encoding.html	HTML	6.38 KB
08. Word Embeddings-4mM_S9L2_JQ.en.vtt	VTT	1.55 KB
08. Word Embeddings-4mM_S9L2_JQ.mp4	MP4	1.22 MB
08. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt	VTT	1.71 KB
08. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt	VTT	1.28 KB
08. Word Embeddings.html	HTML	6.37 KB
09. Word2Vec-7jjappzGRe0.en.vtt	VTT	3.42 KB
09. Word2Vec-7jjappzGRe0.mp4	MP4	2.98 MB
09. Word2Vec-7jjappzGRe0.pt-BR.vtt	VTT	3.81 KB
09. Word2Vec-7jjappzGRe0.zh-CN.vtt	VTT	2.84 KB
09. Word2Vec.html	HTML	6.31 KB
10. GloVe-KK3PMIiIn8o.en.vtt	VTT	4.21 KB
10. GloVe-KK3PMIiIn8o.mp4	MP4	3.81 MB
10. GloVe-KK3PMIiIn8o.pt-BR.vtt	VTT	4.55 KB
10. GloVe-KK3PMIiIn8o.zh-CN.vtt	VTT	3.6 KB
10. GloVe.html	HTML	6.31 KB
11. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt	VTT	5.11 KB
11. Embeddings For Deep Learning-gj8u1KG0H2w.mp4	MP4	4.7 MB
11. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt	VTT	5.6 KB
11. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt	VTT	4.74 KB
11. Embeddings for Deep Learning.html	HTML	6.47 KB
12. Modeling-P4w_2rkxBvE.en.vtt	VTT	1.29 KB
12. Modeling-P4w_2rkxBvE.mp4	MP4	2.6 MB
12. Modeling-P4w_2rkxBvE.pt-BR.vtt	VTT	1.44 KB
12. Modeling-P4w_2rkxBvE.zh-CN.vtt	VTT	1.1 KB
12. Modeling.html	HTML	6.21 KB
index.html	HTML	4.84 KB

Part 07-Module 02-Lesson 01_Implementation of RNN _ LSTM

01. Implementing RNNs.html	HTML	6.7 KB
01. M4L31 HSA Implementing RNNs V2 RENDERv1 V2-BHoiwB61ays.en.vtt	VTT	2.05 KB
01. M4L31 HSA Implementing RNNs V2 RENDERv1 V2-BHoiwB61ays.mp4	MP4	5.68 MB
01. M4L31 HSA Implementing RNNs V2 RENDERv1 V2-BHoiwB61ays.pt-BR.vtt	VTT	2.17 KB
01. M4L31 HSA Implementing RNNs V2 RENDERv1 V2-BHoiwB61ays.zh-CN.vtt	VTT	1.75 KB
02. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt	VTT	10.86 KB
02. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4	MP4	14.8 MB
02. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt	VTT	10.48 KB
02. 02 Time Series Prediction V2-xV5jHLFfJbQ.zh-CN.vtt	VTT	8.72 KB
02. Time-Series Prediction.html	HTML	7.45 KB
03. 03 Training Memory V1-sx7T_KP5v9I.en.vtt	VTT	7.85 KB
03. 03 Training Memory V1-sx7T_KP5v9I.mp4	MP4	9.57 MB
03. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt	VTT	7.42 KB
03. 03 Training Memory V1-sx7T_KP5v9I.zh-CN.vtt	VTT	6.4 KB
03. Training _ Memory.html	HTML	8.61 KB
04. Character-Wise RNN-dXl3eWCGLdU.en.vtt	VTT	3.33 KB
04. Character-Wise RNN-dXl3eWCGLdU.mp4	MP4	2.88 MB
04. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt	VTT	3.66 KB
04. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt	VTT	3.04 KB
04. Character-wise RNNs.html	HTML	6.59 KB
05. Sequence Batching.html	HTML	6.59 KB
05. Sequence-Batching-Z4OiyU0Cldg.en.vtt	VTT	2.09 KB
05. Sequence-Batching-Z4OiyU0Cldg.mp4	MP4	2.29 MB
05. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt	VTT	2.33 KB
05. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt	VTT	1.92 KB
06. Pre-Notebook Character-Level RNN.html	HTML	8.77 KB
07. Notebook Character-Level RNN.html	HTML	7.02 KB
08. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt	VTT	11.56 KB
08. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4	MP4	15.77 MB
08. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt	VTT	10.73 KB
08. 04 Implementing CharRNN V2-MMtgZXzFB10.zh-CN.vtt	VTT	9.43 KB
08. Implementing a Char-RNN.html	HTML	7 KB
09. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt	VTT	5.17 KB
09. 05 Batching Data V1-9Eg0wf3eW-k.mp4	MP4	5.82 MB
09. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt	VTT	4.92 KB
09. 05 Batching Data V1-9Eg0wf3eW-k.zh-CN.vtt	VTT	4.24 KB
09. Batching Data, Solution.html	HTML	6.6 KB
10. 06 Defining Model V2-_LWzyqq4hCY.en.vtt	VTT	5.76 KB
10. 06 Defining Model V2-_LWzyqq4hCY.mp4	MP4	9.05 MB
10. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt	VTT	5.99 KB
10. 06 Defining Model V2-_LWzyqq4hCY.zh-CN.vtt	VTT	4.87 KB
10. Defining the Model.html	HTML	7.08 KB
11. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt	VTT	11.4 KB
11. 07 CharRNN Solution V1-ed33qePHrJM.mp4	MP4	18.32 MB
11. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt	VTT	11.12 KB
11. 07 CharRNN Solution V1-ed33qePHrJM.zh-CN.vtt	VTT	9.32 KB
11. Char-RNN, Solution.html	HTML	8.46 KB
12. 08 Making Predictions V3-BhrpV3kwATo.en.vtt	VTT	8.77 KB
12. 08 Making Predictions V3-BhrpV3kwATo.mp4	MP4	12.38 MB
12. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt	VTT	8.92 KB
12. 08 Making Predictions V3-BhrpV3kwATo.zh-CN.vtt	VTT	7.11 KB
12. Making Predictions.html	HTML	7.47 KB
img.zip	ZIP	83.81 KB
index.html	HTML	5.04 KB

Part 07-Module 02-Lesson 02_Sentiment Prediction RNN

01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt	VTT	2.17 KB
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4	MP4	2.2 MB
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.zh-CN.vtt	VTT	1.69 KB
01. Sentiment RNN, Introduction.html	HTML	6.75 KB
02. Pre-Notebook Sentiment RNN.html	HTML	8.95 KB
03. Notebook Sentiment RNN.html	HTML	7.23 KB
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt	VTT	6.93 KB
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4	MP4	10.09 MB
04. 3 Data PreProcessing V1-Xw1MWmql7no.zh-CN.vtt	VTT	5.68 KB
04. Data Pre-Processing.html	HTML	6.72 KB
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt	VTT	4.78 KB
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4	MP4	6.45 MB
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.zh-CN.vtt	VTT	4.12 KB
05. Encoding Words, Solution.html	HTML	6.74 KB
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt	VTT	3.6 KB
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4	MP4	4.59 MB
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.zh-CN.vtt	VTT	3.03 KB
06. Getting Rid of Zero-Length.html	HTML	6.76 KB
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4	MP4	6.36 MB
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.zh-CN.vtt	VTT	3.84 KB
07. Cleaning _ Padding Data.html	HTML	6.63 KB
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt	VTT	5.04 KB
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4	MP4	5.48 MB
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.zh-CN.vtt	VTT	4.19 KB
08. Padded Features, Solution.html	HTML	6.75 KB
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt	VTT	6.61 KB
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4	MP4	9.01 MB
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.zh-CN.vtt	VTT	5.66 KB
09. TensorDataset _ Batching Data.html	HTML	7.94 KB
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt	VTT	5.05 KB
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4	MP4	5.63 MB
10. 9 DefiningModel V1-SpvIZl1YQRI.zh-CN.vtt	VTT	4.06 KB
10. Defining the Model.html	HTML	6.7 KB
11. Complete Sentiment RNN.html	HTML	12.93 KB
12. Training the Model.html	HTML	13.3 KB
13. Testing.html	HTML	10.57 KB
14. Inference, Solution.html	HTML	13.23 KB
img.zip	ZIP	560.72 KB
index.html	HTML	5.22 KB

Part 08-Module 01-Lesson 01_Convolutional Neural Networks

01. Apresentando Alexis-38ExGpdyvJI.en.vtt	VTT	694 B
01. Apresentando Alexis-38ExGpdyvJI.mp4	MP4	2.23 MB
01. Apresentando Alexis-38ExGpdyvJI.pt-BR.vtt	VTT	599 B
01. Apresentando Alexis-38ExGpdyvJI.zh-CN.vtt	VTT	615 B
01. Introducing Alexis.html	HTML	10.79 KB
02. Aplicacoes de CNNs-HrYNL_1SV2Y.en.vtt	VTT	5.37 KB
02. Aplicacoes de CNNs-HrYNL_1SV2Y.mp4	MP4	23.75 MB
02. Aplicacoes de CNNs-HrYNL_1SV2Y.pt-BR.vtt	VTT	5.66 KB
02. Aplicacoes de CNNs-HrYNL_1SV2Y.zh-CN.vtt	VTT	4.7 KB
02. Applications of CNNs.html	HTML	16.69 KB
03. ConNet 01 LessonOutline V1 V1-77LzWE1qQrc.en.vtt	VTT	1.26 KB
03. ConNet 01 LessonOutline V1 V1-77LzWE1qQrc.mp4	MP4	4.68 MB
03. ConNet 01 LessonOutline V1 V1-77LzWE1qQrc.pt-BR.vtt	VTT	1.3 KB
03. ConNet 01 LessonOutline V1 V1-77LzWE1qQrc.zh-CN.vtt	VTT	1.07 KB
03. Lesson Outline.html	HTML	11.97 KB
04. ConNet 021 MNISTClassification V1 V2-a7bvIGZpcnk.en.vtt	VTT	2.82 KB
04. ConNet 021 MNISTClassification V1 V2-a7bvIGZpcnk.mp4	MP4	3.64 MB
04. ConNet 021 MNISTClassification V1 V2-a7bvIGZpcnk.pt-BR.vtt	VTT	2.64 KB
04. ConNet 021 MNISTClassification V1 V2-a7bvIGZpcnk.zh-CN.vtt	VTT	2.4 KB
04. MNIST Dataset.html	HTML	11.22 KB
05. ConNet 022 How Computers Interpret Images V1-mEPfoM68Fx4.en.vtt	VTT	3.84 KB
05. ConNet 022 How Computers Interpret Images V1-mEPfoM68Fx4.mp4	MP4	9.15 MB
05. ConNet 022 How Computers Interpret Images V1-mEPfoM68Fx4.pt-BR.vtt	VTT	4.07 KB
05. ConNet 022 How Computers Interpret Images V1-mEPfoM68Fx4.zh-CN.vtt	VTT	3.27 KB
05. How Computers Interpret Images.html	HTML	12.68 KB
06. ConNet 03 MLPStructure_ClassScore V1 V1-fP0Odiai8sk.en.vtt	VTT	3.11 KB
06. ConNet 03 MLPStructure_ClassScore V1 V1-fP0Odiai8sk.mp4	MP4	5.51 MB
06. ConNet 03 MLPStructure_ClassScore V1 V1-fP0Odiai8sk.pt-BR.vtt	VTT	3.16 KB
06. ConNet 03 MLPStructure_ClassScore V1 V1-fP0Odiai8sk.zh-CN.vtt	VTT	2.59 KB
06. MLP Structure _ Class Scores.html	HTML	11.34 KB
07. 04 Do Your Research V1-CR4JeAn1fgk.en.vtt	VTT	2.69 KB
07. 04 Do Your Research V1-CR4JeAn1fgk.mp4	MP4	6.43 MB
07. 04 Do Your Research V1-CR4JeAn1fgk.pt-BR.vtt	VTT	2.8 KB
07. 04 Do Your Research V1-CR4JeAn1fgk.zh-CN.vtt	VTT	2.22 KB
07. Do Your Research.html	HTML	10.58 KB
08. ConNet 05 Loss_Optimization V1 V3-BmPDtSXv18w.en.vtt	VTT	7.51 KB
08. ConNet 05 Loss_Optimization V1 V3-BmPDtSXv18w.mp4	MP4	6.55 MB
08. ConNet 05 Loss_Optimization V1 V3-BmPDtSXv18w.pt-BR.vtt	VTT	7.48 KB
08. ConNet 05 Loss_Optimization V1 V3-BmPDtSXv18w.zh-CN.vtt	VTT	6.12 KB
08. Loss _ Optimization.html	HTML	10.68 KB
09. 06 Defining A Network V1-9gvaQvyfLfY.en.vtt	VTT	7.13 KB
09. 06 Defining A Network V1-9gvaQvyfLfY.mp4	MP4	9.78 MB
09. 06 Defining A Network V1-9gvaQvyfLfY.pt-BR.vtt	VTT	6.84 KB
09. 06 Defining A Network V1-9gvaQvyfLfY.zh-CN.vtt	VTT	6.01 KB
09. Defining a Network in PyTorch.html	HTML	11.75 KB
10. 07 Training The Network V1-904bfqibcCw.en.vtt	VTT	6.54 KB
10. 07 Training The Network V1-904bfqibcCw.mp4	MP4	10.52 MB
10. 07 Training The Network V1-904bfqibcCw.pt-BR.vtt	VTT	6.12 KB
10. 07 Training The Network V1-904bfqibcCw.zh-CN.vtt	VTT	5.4 KB
10. Training the Network.html	HTML	12.43 KB
11. Pre-Notebook MLP Classification, Exercise.html	HTML	11.89 KB
12. Notebook MLP Classification, MNIST.html	HTML	11.01 KB
13. 09 One Solution V2-7q37WPjQhDA.en.vtt	VTT	7.93 KB
13. 09 One Solution V2-7q37WPjQhDA.mp4	MP4	11.59 MB
13. 09 One Solution V2-7q37WPjQhDA.pt-BR.vtt	VTT	7.6 KB
13. 09 One Solution V2-7q37WPjQhDA.zh-CN.vtt	VTT	6.66 KB
13. One Solution.html	HTML	11.99 KB
14. ConNet10 ModelValidation V1 V2-b5934VsV3SA.en.vtt	VTT	4.62 KB
14. ConNet10 ModelValidation V1 V2-b5934VsV3SA.mp4	MP4	3.34 MB
14. ConNet10 ModelValidation V1 V2-b5934VsV3SA.pt-BR.vtt	VTT	4.35 KB
14. ConNet10 ModelValidation V1 V2-b5934VsV3SA.zh-CN.vtt	VTT	3.83 KB
14. Model Validation.html	HTML	10.61 KB
15. 11 Validation Loss V2-uGPP_-pbBsc.en.vtt	VTT	8.76 KB
15. 11 Validation Loss V2-uGPP_-pbBsc.mp4	MP4	14.23 MB
15. 11 Validation Loss V2-uGPP_-pbBsc.pt-BR.vtt	VTT	8.43 KB
15. 11 Validation Loss V2-uGPP_-pbBsc.zh-CN.vtt	VTT	7.34 KB
15. Validation Loss.html	HTML	11.49 KB
16. ConNet 13 ImageClassification V1 V2-UHFBnitKraA.en.vtt	VTT	1.75 KB
16. ConNet 13 ImageClassification V1 V2-UHFBnitKraA.mp4	MP4	2.4 MB
16. ConNet 13 ImageClassification V1 V2-UHFBnitKraA.pt-BR.vtt	VTT	1.67 KB
16. ConNet 13 ImageClassification V1 V2-UHFBnitKraA.zh-CN.vtt	VTT	1.45 KB
16. Image Classification Steps.html	HTML	10.66 KB
17. ConNet 14 MLPvsCNN V1 V2-Q7CR3cCOtJQ.en.vtt	VTT	3.04 KB
17. ConNet 14 MLPvsCNN V1 V2-Q7CR3cCOtJQ.mp4	MP4	4.24 MB
17. ConNet 14 MLPvsCNN V1 V2-Q7CR3cCOtJQ.pt-BR.vtt	VTT	2.97 KB
17. ConNet 14 MLPvsCNN V1 V2-Q7CR3cCOtJQ.zh-CN.vtt	VTT	2.56 KB
17. MLPs vs CNNs.html	HTML	10.88 KB
18. Local Connectivity-z9wiDg0w-Dc.en.vtt	VTT	8.95 KB
18. Local Connectivity-z9wiDg0w-Dc.mp4	MP4	12.02 MB
18. Local Connectivity-z9wiDg0w-Dc.pt-BR.vtt	VTT	9.29 KB
18. Local Connectivity-z9wiDg0w-Dc.zh-CN.vtt	VTT	7.62 KB
18. Local Connectivity.html	HTML	10.58 KB
19. 15 Filters And Convo RENDER V2-x_dhnhUzFNo.en.vtt	VTT	2.11 KB
19. 15 Filters And Convo RENDER V2-x_dhnhUzFNo.mp4	MP4	2.95 MB
19. 15 Filters And Convo RENDER V2-x_dhnhUzFNo.pt-BR.vtt	VTT	2.11 KB
19. 15 Filters And Convo RENDER V2-x_dhnhUzFNo.zh-CN.vtt	VTT	1.77 KB
19. Filters and the Convolutional Layer.html	HTML	10.67 KB
20. ConNet 16 FIlters _ Edges V2-hfqNqcEU6uI.en.vtt	VTT	1.61 KB
20. ConNet 16 FIlters _ Edges V2-hfqNqcEU6uI.mp4	MP4	3.5 MB
20. ConNet 16 FIlters _ Edges V2-hfqNqcEU6uI.pt-BR.vtt	VTT	1.63 KB
20. ConNet 16 FIlters _ Edges V2-hfqNqcEU6uI.zh-CN.vtt	VTT	1.38 KB
20. Filters _ Edges.html	HTML	11.16 KB
21. Frequency in Images.html	HTML	12.82 KB
22. High-pass Filters-OpcFn_H2V-Q.en.vtt	VTT	7.56 KB
22. High-pass Filters-OpcFn_H2V-Q.mp4	MP4	8.25 MB
22. High-pass Filters-OpcFn_H2V-Q.pt-BR.vtt	VTT	8.22 KB
22. High-pass Filters-OpcFn_H2V-Q.zh-CN.vtt	VTT	6.57 KB
22. High-pass Filters.html	HTML	11.77 KB
23. Quiz Kernels.html	HTML	11.68 KB
24. OpenCV _ Creating Custom Filters.html	HTML	12.95 KB
25. Notebook Finding Edges.html	HTML	10.98 KB
26. Convolutional Layer.html	HTML	13.05 KB
27. Camadas convolucionais-RnM1D-XI--8.en.vtt	VTT	9.99 KB
27. Camadas convolucionais-RnM1D-XI--8.mp4	MP4	17.05 MB
27. Camadas convolucionais-RnM1D-XI--8.pt-BR.vtt	VTT	11 KB
27. Camadas convolucionais-RnM1D-XI--8.zh-CN.vtt	VTT	8.71 KB
27. Convolutional Layers (Part 2).html	HTML	11.44 KB
28. 17 Stride And Padding RENDER V1-GmStpNi8jBI.en.vtt	VTT	3.61 KB
28. 17 Stride And Padding RENDER V1-GmStpNi8jBI.mp4	MP4	6.09 MB
28. 17 Stride And Padding RENDER V1-GmStpNi8jBI.pt-BR.vtt	VTT	3.86 KB
28. 17 Stride And Padding RENDER V1-GmStpNi8jBI.zh-CN.vtt	VTT	2.97 KB
28. Stride and Padding.html	HTML	10.62 KB
29. 18 Pooling RENDER V1-_Ok5xZwOtrk.en.vtt	VTT	2.9 KB
29. 18 Pooling RENDER V1-_Ok5xZwOtrk.mp4	MP4	2.98 MB
29. 18 Pooling RENDER V1-_Ok5xZwOtrk.pt-BR.vtt	VTT	3.2 KB
29. 18 Pooling RENDER V1-_Ok5xZwOtrk.zh-CN.vtt	VTT	2.35 KB
29. Pooling Layers.html	HTML	12.63 KB
30. Notebook Layer Visualization.html	HTML	10.99 KB
31. Capsule Networks.html	HTML	14.67 KB
32. ConNet 20 Increasing Depth V2 RENDERv1 1 V2-YKif1KNpWeE.en.vtt	VTT	4.23 KB
32. ConNet 20 Increasing Depth V2 RENDERv1 1 V2-YKif1KNpWeE.mp4	MP4	4.9 MB
32. ConNet 20 Increasing Depth V2 RENDERv1 1 V2-YKif1KNpWeE.pt-BR.vtt	VTT	4.41 KB
32. ConNet 20 Increasing Depth V2 RENDERv1 1 V2-YKif1KNpWeE.zh-CN.vtt	VTT	3.55 KB
32. Increasing Depth.html	HTML	10.69 KB
33. 21 CNNs For Image Classification RENDER V2-smaw5GqRaoY.en.vtt	VTT	4.74 KB
33. 21 CNNs For Image Classification RENDER V2-smaw5GqRaoY.mp4	MP4	5.75 MB
33. 21 CNNs For Image Classification RENDER V2-smaw5GqRaoY.pt-BR.vtt	VTT	5.07 KB
33. 21 CNNs For Image Classification RENDER V2-smaw5GqRaoY.zh-CN.vtt	VTT	3.9 KB
33. CNNs for Image Classification.html	HTML	16.01 KB
34. Convolutional Layers in PyTorch.html	HTML	22.32 KB
35. ConNet 22 Feature Vector RENDER 1 V2-g6QuiVno8zI.en.vtt	VTT	3.87 KB
35. ConNet 22 Feature Vector RENDER 1 V2-g6QuiVno8zI.mp4	MP4	5.37 MB
35. ConNet 22 Feature Vector RENDER 1 V2-g6QuiVno8zI.pt-BR.vtt	VTT	3.9 KB
35. ConNet 22 Feature Vector RENDER 1 V2-g6QuiVno8zI.zh-CN.vtt	VTT	3.28 KB
35. Feature Vector.html	HTML	10.65 KB
36. Pre-Notebook CNN Classification.html	HTML	12.31 KB
37. Notebook CNNs for CIFAR Image Classification.html	HTML	11.05 KB
38. 23 Cifar Class V1-FF_EmZ2sf2w.en.vtt	VTT	8.39 KB
38. 23 Cifar Class V1-FF_EmZ2sf2w.mp4	MP4	12.83 MB
38. 23 Cifar Class V1-FF_EmZ2sf2w.pt-BR.vtt	VTT	8.62 KB
38. 23 Cifar Class V1-FF_EmZ2sf2w.zh-CN.vtt	VTT	7.07 KB
38. CIFAR Classification Example.html	HTML	11.57 KB
39. 24 CNNs PyTorch V2-GNxzWfiz3do.en.vtt	VTT	8.26 KB
39. 24 CNNs PyTorch V2-GNxzWfiz3do.mp4	MP4	12.6 MB
39. 24 CNNs PyTorch V2-GNxzWfiz3do.pt-BR.vtt	VTT	8.11 KB
39. 24 CNNs PyTorch V2-GNxzWfiz3do.zh-CN.vtt	VTT	6.9 KB
39. CNNs in PyTorch.html	HTML	10.99 KB
40. Image Augmentation In Keras-zQnx2jZmjTA.en.vtt	VTT	4.56 KB
40. Image Augmentation In Keras-zQnx2jZmjTA.mp4	MP4	4.93 MB
40. Image Augmentation In Keras-zQnx2jZmjTA.pt-BR.vtt	VTT	4.53 KB
40. Image Augmentation In Keras-zQnx2jZmjTA.zh-CN.vtt	VTT	3.87 KB
40. Image Augmentation.html	HTML	10.62 KB
41. 26 Augmentation V1-J_gjHVt9pVw.en.vtt	VTT	3.42 KB
41. 26 Augmentation V1-J_gjHVt9pVw.mp4	MP4	7.62 MB
41. 26 Augmentation V1-J_gjHVt9pVw.pt-BR.vtt	VTT	3.26 KB
41. 26 Augmentation V1-J_gjHVt9pVw.zh-CN.vtt	VTT	2.89 KB
41. Augmentation Using Transformations.html	HTML	11.08 KB
42. Groundbreaking CNN Architectures-GdYOqihgb2k.en.vtt	VTT	3.59 KB
42. Groundbreaking CNN Architectures-GdYOqihgb2k.mp4	MP4	7.32 MB
42. Groundbreaking CNN Architectures-GdYOqihgb2k.pt-BR.vtt	VTT	3.86 KB
42. Groundbreaking CNN Architectures-GdYOqihgb2k.zh-CN.vtt	VTT	3.17 KB
42. Groundbreaking CNN Architectures.html	HTML	12.09 KB
43. Visualizando CNNs-mnqS_EhEZVg.en.vtt	VTT	3.87 KB
43. Visualizando CNNs-mnqS_EhEZVg.mp4	MP4	9.2 MB
43. Visualizando CNNs-mnqS_EhEZVg.pt-BR.vtt	VTT	3.83 KB
43. Visualizando CNNs-mnqS_EhEZVg.zh-CN.vtt	VTT	3.33 KB
43. Visualizing CNNs (Part 1).html	HTML	13.15 KB
44. Visualizing CNNs (Part 2).html	HTML	17.47 KB
45. ConNet 27 Summary Of CNNs V2 RENDER V3-Te9QCvhx6N8.en.vtt	VTT	2.03 KB
45. ConNet 27 Summary Of CNNs V2 RENDER V3-Te9QCvhx6N8.mp4	MP4	3.66 MB
45. ConNet 27 Summary Of CNNs V2 RENDER V3-Te9QCvhx6N8.pt-BR.vtt	VTT	2.16 KB
45. ConNet 27 Summary Of CNNs V2 RENDER V3-Te9QCvhx6N8.zh-CN.vtt	VTT	1.72 KB
45. Summary of CNNs.html	HTML	10.66 KB
46. Introduction to GPU Workspaces.html	HTML	21.19 KB
47. Workspace Playground.html	HTML	10.71 KB
48. GPU Workspace Playground.html	HTML	10.86 KB
img.zip	ZIP	12.05 MB
index.html	HTML	8.14 KB

Part 08-Module 01-Lesson 02_GPU Workspaces Demo

01. Introduction to GPU Workspaces.html	HTML	16.26 KB
02. Workspace Playground.html	HTML	5.78 KB
03. GPU Workspace Playground.html	HTML	5.93 KB
img.zip	ZIP	678.53 KB
index.html	HTML	4.29 KB

Part 08-Module 01-Lesson 03_Cloud Computing

01. AWS Overview.html	HTML	8.52 KB
02. AWS Setup Instructions for Regular account.html	HTML	7.41 KB
03. Get Access to GPU Instances.html	HTML	17.24 KB
04. More Resources.html	HTML	7.61 KB
05. Launch an Instance.html	HTML	13.4 KB
06. Login to the Instance.html	HTML	10.13 KB
img.zip	ZIP	2.74 MB
index.html	HTML	4.52 KB

Part 08-Module 01-Lesson 04_Transfer Learning

01. Transfer Learning-yfPEROi3SPU.en.vtt	VTT	2.54 KB
01. Transfer Learning-yfPEROi3SPU.mp4	MP4	5.7 MB
01. Transfer Learning-yfPEROi3SPU.pt-BR.vtt	VTT	2.41 KB
01. Transfer Learning-yfPEROi3SPU.zh-CN.vtt	VTT	2.27 KB
01. Transfer Learning.html	HTML	6.16 KB
02. Useful Layers-kn4BN7z3UGQ.en.vtt	VTT	4.01 KB
02. Useful Layers-kn4BN7z3UGQ.mp4	MP4	6.83 MB
02. Useful Layers-kn4BN7z3UGQ.pt-BR.vtt	VTT	3.91 KB
02. Useful Layers-kn4BN7z3UGQ.zh-CN.vtt	VTT	3.43 KB
02. Useful Layers.html	HTML	6.13 KB
03. 03 Fine Tuning V1 RENDER V2-XOyb315xYbw.en.vtt	VTT	3.22 KB
03. 03 Fine Tuning V1 RENDER V2-XOyb315xYbw.mp4	MP4	5.78 MB
03. 03 Fine Tuning V1 RENDER V2-XOyb315xYbw.pt-BR.vtt	VTT	3.2 KB
03. 03 Fine Tuning V1 RENDER V2-XOyb315xYbw.zh-CN.vtt	VTT	2.79 KB
03. Fine-Tuning.html	HTML	17.89 KB
04. VGG Classifier-fOiQFXItYe4.en.vtt	VTT	6.8 KB
04. VGG Classifier-fOiQFXItYe4.mp4	MP4	10.89 MB
04. VGG Classifier-fOiQFXItYe4.pt-BR.vtt	VTT	6.72 KB
04. VGG Classifier-fOiQFXItYe4.zh-CN.vtt	VTT	5.87 KB
04. VGG Model _ Classifier.html	HTML	6.19 KB
05. Pre-Notebook Transfer Learning.html	HTML	8.15 KB
06. Notebook Transfer Learning, Flowers.html	HTML	6.64 KB
07. Freezing Weights _ Last Layer.html	HTML	6.76 KB
07. Freezing Weights-ssNIX_2QfMQ.en.vtt	VTT	3.34 KB
07. Freezing Weights-ssNIX_2QfMQ.mp4	MP4	4.55 MB
07. Freezing Weights-ssNIX_2QfMQ.pt-BR.vtt	VTT	3.23 KB
07. Freezing Weights-ssNIX_2QfMQ.zh-CN.vtt	VTT	2.92 KB
08. Last Layer-4LniBMFI53g.en.vtt	VTT	6.46 KB
08. Last Layer-4LniBMFI53g.mp4	MP4	10.03 MB
08. Last Layer-4LniBMFI53g.pt-BR.vtt	VTT	6.13 KB
08. Last Layer-4LniBMFI53g.zh-CN.vtt	VTT	5.25 KB
08. Training a Classifier.html	HTML	6.03 KB
img.zip	ZIP	3.26 MB
index.html	HTML	4.71 KB

Part 08-Module 01-Lesson 05_Weight Initialization

01. 1 Weight Initialization V1-Ehc60si91Wg.en.vtt	VTT	9.23 KB
01. 1 Weight Initialization V1-Ehc60si91Wg.mp4	MP4	11.6 MB
01. 1 Weight Initialization V1-Ehc60si91Wg.pt-BR.vtt	VTT	8.92 KB
01. 1 Weight Initialization V1-Ehc60si91Wg.zh-CN.vtt	VTT	7.92 KB
01. Weight Initialization.html	HTML	6.38 KB
02. 2 Constant Weights V1-zR4fECgeZ7Y.en.vtt	VTT	8.99 KB
02. 2 Constant Weights V1-zR4fECgeZ7Y.mp4	MP4	9.88 MB
02. 2 Constant Weights V1-zR4fECgeZ7Y.pt-BR.vtt	VTT	8.3 KB
02. 2 Constant Weights V1-zR4fECgeZ7Y.zh-CN.vtt	VTT	7.49 KB
02. Constant Weights.html	HTML	7.04 KB
03. 4 Random Uniform V1-FacdIomrLIw.en.vtt	VTT	6.3 KB
03. 4 Random Uniform V1-FacdIomrLIw.mp4	MP4	8.1 MB
03. 4 Random Uniform V1-FacdIomrLIw.pt-BR.vtt	VTT	6.23 KB
03. 4 Random Uniform V1-FacdIomrLIw.zh-CN.vtt	VTT	5.34 KB
03. Random Uniform.html	HTML	6.32 KB
04. 5 General Rule V1-YKe9iOUMmsI.en.vtt	VTT	5.68 KB
04. 5 General Rule V1-YKe9iOUMmsI.mp4	MP4	8 MB
04. 5 General Rule V1-YKe9iOUMmsI.pt-BR.vtt	VTT	5.5 KB
04. 5 General Rule V1-YKe9iOUMmsI.zh-CN.vtt	VTT	4.72 KB
04. General Rule.html	HTML	6.31 KB
05. 6 Normal Distribution V1-xm43q4qD2tI.en.vtt	VTT	3.54 KB
05. 6 Normal Distribution V1-xm43q4qD2tI.mp4	MP4	4.07 MB
05. 6 Normal Distribution V1-xm43q4qD2tI.pt-BR.vtt	VTT	3.5 KB
05. 6 Normal Distribution V1-xm43q4qD2tI.zh-CN.vtt	VTT	2.9 KB
05. Normal Distribution.html	HTML	6.4 KB
06. Pre-Notebook Weight Initialization, Normal Distribution.html	HTML	7.49 KB
07. Notebook Normal _ No Initialization.html	HTML	6.81 KB
08. 7 Sol Default Init V1-xIn8XLbR1LM.en.vtt	VTT	5.65 KB
08. 7 Sol Default Init V1-xIn8XLbR1LM.mp4	MP4	8.15 MB
08. 7 Sol Default Init V1-xIn8XLbR1LM.pt-BR.vtt	VTT	5.55 KB
08. 7 Sol Default Init V1-xIn8XLbR1LM.zh-CN.vtt	VTT	4.79 KB
08. Solution and Default Initialization.html	HTML	6.4 KB
09. Additional Material.html	HTML	6.54 KB
index.html	HTML	4.85 KB

Part 08-Module 01-Lesson 06_Autoencoders

01. Autoencoders 01 Autoencoders V2 RENDER V2-a5zHMWOq0fc.en.vtt	VTT	3.87 KB
01. Autoencoders 01 Autoencoders V2 RENDER V2-a5zHMWOq0fc.mp4	MP4	5.61 MB
01. Autoencoders 01 Autoencoders V2 RENDER V2-a5zHMWOq0fc.pt-BR.vtt	VTT	4.08 KB
01. Autoencoders.html	HTML	7.08 KB
02. 2 Simple Autoencoder V2-KbmfyDNxL5U.en.vtt	VTT	7.78 KB
02. 2 Simple Autoencoder V2-KbmfyDNxL5U.mp4	MP4	9.42 MB
02. 2 Simple Autoencoder V2-KbmfyDNxL5U.pt-BR.vtt	VTT	6.98 KB
02. A Linear Autoencoder.html	HTML	7.04 KB
03. Pre-Notebook Linear Autoencoder.html	HTML	8.2 KB
04. Notebook Linear Autoencoder.html	HTML	7.57 KB
05. 3 Defining Training Autoenc V1-OWrlQUSGqyo.en.vtt	VTT	4.38 KB
05. 3 Defining Training Autoenc V1-OWrlQUSGqyo.mp4	MP4	5.95 MB
05. 3 Defining Training Autoenc V1-OWrlQUSGqyo.pt-BR.vtt	VTT	4.12 KB
05. Defining _ Training an Autoencoder.html	HTML	7.1 KB
06. 4 A Simple Solution V2-Jh3mbomqpw8.en.vtt	VTT	2.52 KB
06. 4 A Simple Solution V2-Jh3mbomqpw8.mp4	MP4	3.47 MB
06. 4 A Simple Solution V2-Jh3mbomqpw8.pt-BR.vtt	VTT	2.13 KB
06. A Simple Solution.html	HTML	7.02 KB
07. Autoencoders 05 Learnable Sampling V2 RENDER V4-KjztLwPksj8.en.vtt	VTT	4.16 KB
07. Autoencoders 05 Learnable Sampling V2 RENDER V4-KjztLwPksj8.mp4	MP4	6.26 MB
07. Autoencoders 05 Learnable Sampling V2 RENDER V4-KjztLwPksj8.pt-BR.vtt	VTT	4.08 KB
07. Learnable Upsampling.html	HTML	7.13 KB
08. Autoencoders 06 Transpose Convolution RENDER V4-hnnLAC1Q0zg.en.vtt	VTT	3.72 KB
08. Autoencoders 06 Transpose Convolution RENDER V4-hnnLAC1Q0zg.mp4	MP4	3.32 MB
08. Autoencoders 06 Transpose Convolution RENDER V4-hnnLAC1Q0zg.pt-BR.vtt	VTT	3.23 KB
08. Transpose Convolutions.html	HTML	7.13 KB
09. 7 Convolutional Autoenc V1-QCA8QeZeDW8.en.vtt	VTT	6.7 KB
09. 7 Convolutional Autoenc V1-QCA8QeZeDW8.mp4	MP4	8.24 MB
09. 7 Convolutional Autoenc V1-QCA8QeZeDW8.pt-BR.vtt	VTT	6.05 KB
09. Convolutional Autoencoder.html	HTML	7.07 KB
10. Pre-Notebook Convolutional Autoencoder.html	HTML	9.25 KB
11. Notebook Convolutional Autoencoder.html	HTML	7.58 KB
12. 8 Conv Solution V1-2_Yw9LLomCo.en.vtt	VTT	5.24 KB
12. 8 Conv Solution V1-2_Yw9LLomCo.mp4	MP4	7.82 MB
12. 8 Conv Solution V1-2_Yw9LLomCo.pt-BR.vtt	VTT	5.01 KB
12. Convolutional Solution.html	HTML	7.5 KB
13. 9 Upsampling Denoising V2-XX63da4EPN0.en.vtt	VTT	4.41 KB
13. 9 Upsampling Denoising V2-XX63da4EPN0.mp4	MP4	5.69 MB
13. 9 Upsampling Denoising V2-XX63da4EPN0.pt-BR.vtt	VTT	4.15 KB
13. Upsampling _ Denoising.html	HTML	7.58 KB
14. 10 Denoising V1-RIfEhKev24I.en.vtt	VTT	3.96 KB
14. 10 Denoising V1-RIfEhKev24I.mp4	MP4	6 MB
14. 10 Denoising V1-RIfEhKev24I.pt-BR.vtt	VTT	3.78 KB
14. De-noising.html	HTML	6.98 KB
15. Pre-Notebook De-noising Autoencoder.html	HTML	9.2 KB
16. Notebook De-noising Autoencoder.html	HTML	7.45 KB
index.html	HTML	5.45 KB

Part 09-Module 01-Lesson 01_Web Development

01. Introduction.html	HTML	9.72 KB
01. L4 Intro V2--PGMIIXFCgg.en.vtt	VTT	1.95 KB
01. L4 Intro V2--PGMIIXFCgg.mp4	MP4	8.56 MB
01. L4 Intro V2--PGMIIXFCgg.pt-BR.vtt	VTT	2.2 KB
01. L4 Intro V2--PGMIIXFCgg.zh-CN.vtt	VTT	1.8 KB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.en.vtt	VTT	1.47 KB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.mp4	MP4	6.41 MB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.pt-BR.vtt	VTT	1.59 KB
02. L4 Lesson Overview V2-9WQF-CCNdJ8.zh-CN.vtt	VTT	1.3 KB
02. Lesson Overview.html	HTML	10.27 KB
03. The Web.html	HTML	8.51 KB
03. The World Wide Web-Rxn-zCyg_iA.en.vtt	VTT	1.4 KB
03. The World Wide Web-Rxn-zCyg_iA.mp4	MP4	4.16 MB
03. The World Wide Web-Rxn-zCyg_iA.pt-BR.vtt	VTT	1.42 KB
03. The World Wide Web-Rxn-zCyg_iA.zh-CN.vtt	VTT	1.42 KB
04. Components of a Web App.html	HTML	12.2 KB
04. L4 Components Of A Web App V4-2aJf5sO2ox4.en.vtt	VTT	2.45 KB
04. L4 Components Of A Web App V4-2aJf5sO2ox4.mp4	MP4	7.83 MB
04. L4 Components Of A Web App V4-2aJf5sO2ox4.pt-BR.vtt	VTT	2.65 KB
04. L4 Components Of A Web App V4-2aJf5sO2ox4.zh-CN.vtt	VTT	2.19 KB
05. The Front End-CspuxLGFM4U.en.vtt	VTT	1.88 KB
05. The Front End-CspuxLGFM4U.mp4	MP4	8.64 MB
05. The Front End-CspuxLGFM4U.pt-BR.vtt	VTT	1.96 KB
05. The Front End-CspuxLGFM4U.zh-CN.vtt	VTT	1.69 KB
05. The Front-End.html	HTML	8.47 KB
06. 6 Screencast HTML Code V2-G7fBus1JSc0.en.vtt	VTT	7.78 KB
06. 6 Screencast HTML Code V2-G7fBus1JSc0.mp4	MP4	10.28 MB
06. 6 Screencast HTML Code V2-G7fBus1JSc0.pt-BR.vtt	VTT	8.14 KB
06. 6 Screencast HTML Code V2-G7fBus1JSc0.zh-CN.vtt	VTT	7.22 KB
06. HTML.html	HTML	13.88 KB
07. Exercise HTML.html	HTML	8.78 KB
08. Div and Span-cbKA_dvthcY.en.vtt	VTT	2.35 KB
08. Div and Span-cbKA_dvthcY.mp4	MP4	2.91 MB
08. Div and Span-cbKA_dvthcY.pt-BR.vtt	VTT	2.4 KB
08. Div and Span-cbKA_dvthcY.zh-CN.vtt	VTT	2.1 KB
08. Div and Span.html	HTML	9.3 KB
09. IDs and Classes-jnfDqdxDbO4.en.vtt	VTT	3.41 KB
09. IDs and Classes-jnfDqdxDbO4.mp4	MP4	4.43 MB
09. IDs and Classes-jnfDqdxDbO4.pt-BR.vtt	VTT	3.84 KB
09. IDs and Classes-jnfDqdxDbO4.zh-CN.vtt	VTT	3.1 KB
09. IDs and Classes.html	HTML	10.7 KB
10. Exercise HTML Div, Span, IDs, Classes.html	HTML	8.84 KB
11. CSS-s_sdzHR9cs0.en.vtt	VTT	9.85 KB
11. CSS-s_sdzHR9cs0.mp4	MP4	15.91 MB
11. CSS-s_sdzHR9cs0.pt-BR.vtt	VTT	10.17 KB
11. CSS-s_sdzHR9cs0.zh-CN.vtt	VTT	8.88 KB
11. CSS.html	HTML	17 KB
12. Exercise CSS.html	HTML	8.78 KB
13. Bootstrap Library-KsrqjguHWUI.en.vtt	VTT	18.08 KB
13. Bootstrap Library-KsrqjguHWUI.mp4	MP4	26.36 MB
13. Bootstrap Library-KsrqjguHWUI.pt-BR.vtt	VTT	16.37 KB
13. Bootstrap Library-KsrqjguHWUI.zh-CN.vtt	VTT	15.79 KB
13. Bootstrap Library.html	HTML	10.02 KB
14. Exercise Bootstrap.html	HTML	8.79 KB
15. 14 Screencast JavaScript V2-vgXUKgsT_48.en.vtt	VTT	7.92 KB
15. 14 Screencast JavaScript V2-vgXUKgsT_48.mp4	MP4	9.67 MB
15. 14 Screencast JavaScript V2-vgXUKgsT_48.pt-BR.vtt	VTT	7.39 KB
15. 14 Screencast JavaScript V2-vgXUKgsT_48.zh-CN.vtt	VTT	7.08 KB
15. JavaScript.html	HTML	16.11 KB
16. Exercise JavaScript.html	HTML	8.79 KB
17. 18 Screencast Plotly V2-QsmOW1jNeio.en.vtt	VTT	11.64 KB
17. 18 Screencast Plotly V2-QsmOW1jNeio.mp4	MP4	14.79 MB
17. 18 Screencast Plotly V2-QsmOW1jNeio.pt-BR.vtt	VTT	10.82 KB
17. 18 Screencast Plotly V2-QsmOW1jNeio.zh-CN.vtt	VTT	10.41 KB
17. Plotly.html	HTML	11.3 KB
18. Exercise Plotly.html	HTML	8.78 KB
19. L4 The Back End V2-Esl0NL63S2c.en.vtt	VTT	2.38 KB
19. L4 The Back End V2-Esl0NL63S2c.mp4	MP4	5.29 MB
19. L4 The Back End V2-Esl0NL63S2c.pt-BR.vtt	VTT	2.73 KB
19. L4 The Back End V2-Esl0NL63S2c.zh-CN.vtt	VTT	2.13 KB
19. The Backend.html	HTML	11.05 KB
20. 22 Screencast Flask V2-i_U3O-7cymk.en.vtt	VTT	6.58 KB
20. 22 Screencast Flask V2-i_U3O-7cymk.mp4	MP4	7.11 MB
20. 22 Screencast Flask V2-i_U3O-7cymk.pt-BR.vtt	VTT	7.09 KB
20. 22 Screencast Flask V2-i_U3O-7cymk.zh-CN.vtt	VTT	6.11 KB
20. Flask.html	HTML	14.4 KB
21. Exercise Flask.html	HTML	8.78 KB
22. Flask + Pandas.html	HTML	10.65 KB
22. Flask and Pandas-L_M_8UVY42k.en.vtt	VTT	4.38 KB
22. Flask and Pandas-L_M_8UVY42k.mp4	MP4	6.2 MB
22. Flask and Pandas-L_M_8UVY42k.pt-BR.vtt	VTT	4.81 KB
22. Flask and Pandas-L_M_8UVY42k.zh-CN.vtt	VTT	3.91 KB
23. Example Flask + Pandas.html	HTML	8.82 KB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.en.vtt	VTT	4.66 KB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.mp4	MP4	6.68 MB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.pt-BR.vtt	VTT	5.01 KB
24. Flask Pandas Plotly Part 1-xg7P8MnItdI.zh-CN.vtt	VTT	4.16 KB
24. Flask+Plotly+Pandas Part 1.html	HTML	11.75 KB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.en.vtt	VTT	6.91 KB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.mp4	MP4	7.9 MB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.pt-BR.vtt	VTT	7.07 KB
25. 40 Screencast Flask Pandas Plotly Part2 V2-yx-DRzMsblI.zh-CN.vtt	VTT	6.29 KB
25. Flask+Plotly+Pandas Part 2.html	HTML	10.42 KB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.en.vtt	VTT	1.83 KB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.mp4	MP4	2.95 MB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.pt-BR.vtt	VTT	1.93 KB
26. Flask Pandas Plotly Part3-e8owK5zk-g8.zh-CN.vtt	VTT	1.74 KB
26. Flask+Plotly+Pandas Part 3.html	HTML	9.91 KB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.en.vtt	VTT	10.08 KB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.mp4	MP4	17.06 MB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.pt-BR.vtt	VTT	10.17 KB
27. 40 Screencast Flask Pandas Plotly Part4 V2-4IF2G9Fehb4.zh-CN.vtt	VTT	8.84 KB
27. Flask+Plotly+Pandas Part 4.html	HTML	11.19 KB
28. Example Flask + Plotly + Pandas.html	HTML	8.85 KB
29. Exercise Flask + Plotly + Pandas.html	HTML	8.83 KB
30. Deployment-YPfNzpnm_Rk.en.vtt	VTT	13.81 KB
30. Deployment-YPfNzpnm_Rk.mp4	MP4	19.37 MB
30. Deployment-YPfNzpnm_Rk.pt-BR.vtt	VTT	13.64 KB
30. Deployment-YPfNzpnm_Rk.zh-CN.vtt	VTT	12.59 KB
30. Deployment.html	HTML	18.13 KB
31. Exercise Deployment.html	HTML	8.8 KB
32. L4 Outro V2-8MyuJx5yu38.en.vtt	VTT	1.36 KB
32. L4 Outro V2-8MyuJx5yu38.mp4	MP4	3.09 MB
32. L4 Outro V2-8MyuJx5yu38.pt-BR.vtt	VTT	1.41 KB
32. L4 Outro V2-8MyuJx5yu38.zh-CN.vtt	VTT	1.18 KB
32. Lesson Summary.html	HTML	8.67 KB
index.html	HTML	6.34 KB

Part 09-Module 01-Lesson 02_Portfolio Exercise Deploy a Data Dashboard

01. Introduction.html	HTML	14.3 KB
02. Workspace Portfolio Exercise.html	HTML	6.71 KB
03. Troubleshooting Possible Errors.html	HTML	6.79 KB
04. Congratulations.html	HTML	6.61 KB
04. L5 Outro-rW1YP1aSb08.en.vtt	VTT	2.39 KB
04. L5 Outro-rW1YP1aSb08.mp4	MP4	9.6 MB
04. L5 Outro-rW1YP1aSb08.pt-BR.vtt	VTT	2.48 KB
05. APIs [advanced version].html	HTML	10.39 KB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.en.vtt	VTT	7.71 KB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.mp4	MP4	20.47 MB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.pt-BR.vtt	VTT	7.92 KB
06. 44 Accessing The API Through Web Address SC 44 V2-nygWkgUQNfo.zh-CN.vtt	VTT	6.93 KB
06. World Bank API [advanced version].html	HTML	8.52 KB
07. Python and APIs [advanced version].html	HTML	6.74 KB
08. Advanced API Code Walk-through-AkqO534YooE.en.vtt	VTT	11.39 KB
08. Advanced API Code Walk-through-AkqO534YooE.mp4	MP4	17.73 MB
08. Advanced API Code Walk-through-AkqO534YooE.pt-BR.vtt	VTT	11.66 KB
08. Advanced API Code Walk-through-AkqO534YooE.zh-CN.vtt	VTT	10.34 KB
08. World Bank Data Dashboard [advanced version].html	HTML	8.4 KB
index.html	HTML	4.85 KB

Part 10-Module 01-Lesson 01_What is Version Control

01. Gitfinal L1 01 Welcome-lbR82UD5F0c.ar.vtt	VTT	4.78 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.en.vtt	VTT	3.54 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.mp4	MP4	12.74 MB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.pt-BR.vtt	VTT	3.47 KB
01. Gitfinal L1 01 Welcome-lbR82UD5F0c.zh-CN.vtt	VTT	3.2 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.ar.vtt	VTT	2.97 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.en.vtt	VTT	2.22 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.mp4	MP4	7.2 MB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.pt-BR.vtt	VTT	2.28 KB
01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.zh-CN.vtt	VTT	1.91 KB
01. What is Version Control.html	HTML	9.59 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.ar.vtt	VTT	2.17 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.en.vtt	VTT	1.63 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.mp4	MP4	4.45 MB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.pt-BR.vtt	VTT	1.78 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.zh-CN.vtt	VTT	1.45 KB
02. Version Control In Daily Use.html	HTML	10.95 KB
03. Git and Version Control Terminology.html	HTML	14.67 KB
03. Gitfinal L1 13 Git_S Terminology-bf26adzeqMM.ar.vtt	VTT	3.63 KB
03. Gitfinal L1 13 Git_S Terminology-bf26adzeqMM.en.vtt	VTT	2.65 KB
03. Gitfinal L1 13 Git_S Terminology-bf26adzeqMM.mp4	MP4	10.33 MB
03. Gitfinal L1 13 Git_S Terminology-bf26adzeqMM.pt-BR.vtt	VTT	2.79 KB
03. Gitfinal L1 13 Git_S Terminology-bf26adzeqMM.zh-CN.vtt	VTT	2.42 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.ar.vtt	VTT	4.7 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.en.vtt	VTT	3.55 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.mp4	MP4	2.6 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.pt-BR.vtt	VTT	3.41 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.zh-CN.vtt	VTT	3.31 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.ar.vtt	VTT	1.57 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.en.vtt	VTT	1.16 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.mp4	MP4	1.88 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.pt-BR.vtt	VTT	1.17 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.zh-CN.vtt	VTT	1.06 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.ar.vtt	VTT	2.19 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.en.vtt	VTT	1.52 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.mp4	MP4	5.03 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.pt-BR.vtt	VTT	1.57 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.zh-CN.vtt	VTT	1.35 KB
04. MacLinux Setup.html	HTML	11.82 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.ar.vtt	VTT	2.59 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.en.vtt	VTT	1.97 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.mp4	MP4	3.63 MB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.pt-BR.vtt	VTT	2.08 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.zh-CN.vtt	VTT	1.87 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.ar.vtt	VTT	3.28 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.en.vtt	VTT	2.57 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.mp4	MP4	3.77 MB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.pt-BR.vtt	VTT	2.76 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.zh-CN.vtt	VTT	2.46 KB
05. Windows Setup.html	HTML	10.9 KB
06. Onward-iXbMaTwfIJI.ar.vtt	VTT	1.43 KB
06. Onward-iXbMaTwfIJI.en.vtt	VTT	1.06 KB
06. Onward-iXbMaTwfIJI.mp4	MP4	3.51 MB
06. Onward-iXbMaTwfIJI.pt-BR.vtt	VTT	1.12 KB
06. Onward-iXbMaTwfIJI.zh-CN.vtt	VTT	973 B
06. Onward.html	HTML	5.81 KB
img.zip	ZIP	803.69 KB
index.html	HTML	4.51 KB

Part 10-Module 01-Lesson 02_Create a Git Repo

01. Creating New Repositories - Intro-KT163BkqIeg.ar.vtt	VTT	2.38 KB
01. Creating New Repositories - Intro-KT163BkqIeg.en.vtt	VTT	1.82 KB
01. Creating New Repositories - Intro-KT163BkqIeg.mp4	MP4	6.8 MB
01. Creating New Repositories - Intro-KT163BkqIeg.pt-BR.vtt	VTT	1.91 KB
01. Creating New Repositories - Intro-KT163BkqIeg.zh-CN.vtt	VTT	1.68 KB
01. Intro.html	HTML	5.96 KB
02. Create A Repo From Scratch.html	HTML	15.7 KB
03. Clone An Existing Repo.html	HTML	17.32 KB
04. Determine A Repo_s Status.html	HTML	16.79 KB
05. Create A Repo - Outro-h7j4STDFCjs.ar.vtt	VTT	959 B
05. Create A Repo - Outro-h7j4STDFCjs.en.vtt	VTT	720 B
05. Create A Repo - Outro-h7j4STDFCjs.mp4	MP4	2.73 MB
05. Create A Repo - Outro-h7j4STDFCjs.pt-BR.vtt	VTT	800 B
05. Create A Repo - Outro-h7j4STDFCjs.zh-CN.vtt	VTT	664 B
05. Outro.html	HTML	5.76 KB
img.zip	ZIP	1.66 MB
index.html	HTML	4.39 KB

Part 10-Module 01-Lesson 03_Review A Repo_s History

01. A Repository_s History - Intro-UBmg3syQS0E.ar.vtt	VTT	4.91 KB
01. A Repository_s History - Intro-UBmg3syQS0E.en.vtt	VTT	3.89 KB
01. A Repository_s History - Intro-UBmg3syQS0E.mp4	MP4	12.31 MB
01. A Repository_s History - Intro-UBmg3syQS0E.pt-BR.vtt	VTT	4.13 KB
01. A Repository_s History - Intro-UBmg3syQS0E.zh-CN.vtt	VTT	3.46 KB
01. Intro.html	HTML	6.25 KB
02. Displaying A Repository_s Commits.html	HTML	19.46 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.ar.vtt	VTT	2.36 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.en.vtt	VTT	1.7 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.mp4	MP4	2.22 MB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.pt-BR.vtt	VTT	1.77 KB
02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.zh-CN.vtt	VTT	1.51 KB
03. Changing How Git Log Displays Information.html	HTML	13.93 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.ar.vtt	VTT	1.46 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.en.vtt	VTT	1.14 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.mp4	MP4	1.85 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.pt-BR.vtt	VTT	1.22 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.zh-CN.vtt	VTT	1.03 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.ar.vtt	VTT	2.15 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.en.vtt	VTT	1.6 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.mp4	MP4	4.23 MB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.pt-BR.vtt	VTT	1.67 KB
03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.zh-CN.vtt	VTT	1.49 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.ar.vtt	VTT	1.27 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.en.vtt	VTT	1023 B
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.mp4	MP4	1.61 MB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.pt-BR.vtt	VTT	1.07 KB
04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.zh-CN.vtt	VTT	948 B
04. Viewing Modified Files.html	HTML	14.02 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.ar.vtt	VTT	6.92 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.en.vtt	VTT	5.22 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.mp4	MP4	6.19 MB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.pt-BR.vtt	VTT	5.56 KB
05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.zh-CN.vtt	VTT	4.72 KB
05. Viewing File Changes.html	HTML	17.36 KB
06. Viewing A Specific Commit.html	HTML	11.8 KB
07. A Repository_s History - Outro-9rUf2HbdAd8.ar.vtt	VTT	1.47 KB
07. A Repository_s History - Outro-9rUf2HbdAd8.en.vtt	VTT	1.01 KB
07. A Repository_s History - Outro-9rUf2HbdAd8.mp4	MP4	4.39 MB
07. A Repository_s History - Outro-9rUf2HbdAd8.pt-BR.vtt	VTT	1.06 KB
07. A Repository_s History - Outro-9rUf2HbdAd8.zh-CN.vtt	VTT	933 B
07. Outro.html	HTML	6.11 KB
img.zip	ZIP	2.1 MB
index.html	HTML	4.63 KB

Part 10-Module 01-Lesson 04_Add Commits to A Repo

01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.ar.vtt	VTT	2.55 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.en.vtt	VTT	2 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.mp4	MP4	7.5 MB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.pt-BR.vtt	VTT	1.77 KB
01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.zh-CN.vtt	VTT	1.83 KB
01. Intro.html	HTML	6.04 KB
02. Git Add.html	HTML	21.46 KB
03. Git Commit.html	HTML	22.29 KB
04. Commit Messages.html	HTML	12.05 KB
05. Git Diff.html	HTML	8.7 KB
06. Having Git Ignore Files.html	HTML	14.02 KB
07. Outro-5eyvsMvAPYs.ar.vtt	VTT	1.55 KB
07. Outro-5eyvsMvAPYs.en.vtt	VTT	1.33 KB
07. Outro-5eyvsMvAPYs.mp4	MP4	5.14 MB
07. Outro-5eyvsMvAPYs.pt-BR.vtt	VTT	1.39 KB
07. Outro-5eyvsMvAPYs.zh-CN.vtt	VTT	1.25 KB
07. Outro.html	HTML	5.77 KB
img.zip	ZIP	4.53 MB
index.html	HTML	4.46 KB

Part 10-Module 01-Lesson 05_Tagging, Branching, and Merging

01. Intro.html	HTML	5.53 KB
01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.mp4	MP4	6.4 MB
02. Tagging.html	HTML	18.29 KB
03. Branching.html	HTML	19.17 KB
04. Branching Effectively.html	HTML	27.93 KB
05. Merging.html	HTML	17.11 KB
06. Merge Conflicts.html	HTML	20.82 KB
07. Outro.html	HTML	5.27 KB
img.zip	ZIP	11.02 MB
index.html	HTML	4.48 KB

Part 10-Module 01-Lesson 06_Undoing Changes

01. Intro.html	HTML	5.37 KB
02. Modifying The Last Commit.html	HTML	7.51 KB
03. Reverting A Commit.html	HTML	9.13 KB
04. Resetting Commits.html	HTML	23.13 KB
05. Lesson Outro.html	HTML	5.37 KB
06. Course Outro.html	HTML	5.85 KB
img.zip	ZIP	499.72 KB
index.html	HTML	4.43 KB

assets.zip

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1.43 MB

index.html

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127.95 KB

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