|
|
1. Bonus Lecture.html
|
HTML
|
512 B
|
|
|
1. Course Intro.mp4
|
MP4
|
13.3 MB
|
|
|
1. Course Intro.srt
|
SRT
|
5.8 KB
|
|
|
1. Data Projects Preview.mp4
|
MP4
|
37.1 MB
|
|
|
1. Data Projects Preview.srt
|
SRT
|
5.2 KB
|
|
|
1. GroupBy on DataFrames.mp4
|
MP4
|
36.3 MB
|
|
|
1. GroupBy on DataFrames.srt
|
SRT
|
22.2 KB
|
|
|
1. Installation Setup and Overview.mp4
|
MP4
|
24.4 MB
|
|
|
1. Installation Setup and Overview.srt
|
SRT
|
10.3 KB
|
|
|
1. Installing Seaborn.mp4
|
MP4
|
7.3 MB
|
|
|
1. Installing Seaborn.srt
|
SRT
|
2.7 KB
|
|
|
1. Intro to Appendix B.mp4
|
MP4
|
7.2 MB
|
|
|
1. Intro to Appendix B.srt
|
SRT
|
4.6 KB
|
|
|
1. Intro to numpy.html
|
HTML
|
921.6 B
|
|
|
1. Introduction to Machine Learning with SciKit Learn.mp4
|
MP4
|
46.2 MB
|
|
|
1. Introduction to Machine Learning with SciKit Learn.srt
|
SRT
|
19.7 KB
|
|
|
1. Introduction to SQL with Python.mp4
|
MP4
|
43.8 MB
|
|
|
1. Introduction to SQL with Python.srt
|
SRT
|
16.4 KB
|
|
|
1. Merge.mp4
|
MP4
|
36.3 MB
|
|
|
1. Merge.srt
|
SRT
|
23.1 KB
|
|
|
1. Python Overview Part 1.mp4
|
MP4
|
34.5 MB
|
|
|
1. Python Overview Part 1.srt
|
SRT
|
24.8 KB
|
|
|
1. Reading and Writing Text Files.mp4
|
MP4
|
24.8 MB
|
|
|
1. Reading and Writing Text Files.srt
|
SRT
|
13.1 KB
|
|
|
1. Series.mp4
|
MP4
|
24.7 MB
|
|
|
1. Series.srt
|
SRT
|
16.5 KB
|
|
|
1. Web Scraping Part 1.mp4
|
MP4
|
37.3 MB
|
|
|
1. Web Scraping Part 1.srt
|
SRT
|
17.8 KB
|
|
|
1.1 Link for FAQ.html
|
HTML
|
102.4 B
|
|
|
1.1 Viewer Link For Stats Notes.txt
|
TXT
|
102.4 B
|
|
|
1.2 Link to Code Notebooks for Course!.html
|
HTML
|
102.4 B
|
|
|
10. Chi Square Test and Distribution.mp4
|
MP4
|
15.7 MB
|
|
|
10. Chi Square Test and Distribution.srt
|
SRT
|
4.3 KB
|
|
|
10. Data Project - Stock Market Analysis Part 3.mp4
|
MP4
|
40 MB
|
|
|
10. Data Project - Stock Market Analysis Part 3.srt
|
SRT
|
15 KB
|
|
|
10. Missing Data.mp4
|
MP4
|
18.9 MB
|
|
|
10. Missing Data.srt
|
SRT
|
14.4 KB
|
|
|
10. Multi Class Classification Part 1 - Logistic Regression.mp4
|
MP4
|
67.9 MB
|
|
|
10. Multi Class Classification Part 1 - Logistic Regression.srt
|
SRT
|
23.9 KB
|
|
|
10. Rename Index.mp4
|
MP4
|
10.1 MB
|
|
|
10. Rename Index.srt
|
SRT
|
7.3 KB
|
|
|
11. Bayes Theorem.mp4
|
MP4
|
36.8 MB
|
|
|
11. Bayes Theorem.srt
|
SRT
|
14.3 KB
|
|
|
11. Binning.mp4
|
MP4
|
13 MB
|
|
|
11. Binning.srt
|
SRT
|
7.9 KB
|
|
|
11. Data Project - Stock Market Analysis Part 4.mp4
|
MP4
|
25.9 MB
|
|
|
11. Data Project - Stock Market Analysis Part 4.srt
|
SRT
|
9.6 KB
|
|
|
11. Index Hierarchy.mp4
|
MP4
|
24 MB
|
|
|
11. Index Hierarchy.srt
|
SRT
|
17.5 KB
|
|
|
11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4
|
MP4
|
73.5 MB
|
|
|
11. Multi Class Classification Part 2 - k Nearest Neighbor.srt
|
SRT
|
29.1 KB
|
|
|
12. Data Project - Stock Market Analysis Part 5.mp4
|
MP4
|
94 MB
|
|
|
12. Data Project - Stock Market Analysis Part 5.srt
|
SRT
|
36.6 KB
|
|
|
12. Outliers.mp4
|
MP4
|
16.2 MB
|
|
|
12. Outliers.srt
|
SRT
|
8.3 KB
|
|
|
12. Support Vector Machines Part 1.mp4
|
MP4
|
64.9 MB
|
|
|
12. Support Vector Machines Part 1.srt
|
SRT
|
19.1 KB
|
|
|
13. Data Project - Intro to Election Analysis.mp4
|
MP4
|
24.2 MB
|
|
|
13. Data Project - Intro to Election Analysis.srt
|
SRT
|
3.6 KB
|
|
|
13. Permutation.mp4
|
MP4
|
8.7 MB
|
|
|
13. Permutation.srt
|
SRT
|
6.6 KB
|
|
|
13. Support Vector Machines - Part 2.mp4
|
MP4
|
85.8 MB
|
|
|
13. Support Vector Machines - Part 2.srt
|
SRT
|
35.4 KB
|
|
|
14. Data Project - Election Analysis Part 1.mp4
|
MP4
|
44.6 MB
|
|
|
14. Data Project - Election Analysis Part 1.srt
|
SRT
|
24.3 KB
|
|
|
14. Naive Bayes Part 1.mp4
|
MP4
|
35.7 MB
|
|
|
14. Naive Bayes Part 1.srt
|
SRT
|
13.8 KB
|
|
|
15. Data Project - Election Analysis Part 2.mp4
|
MP4
|
56.4 MB
|
|
|
15. Data Project - Election Analysis Part 2.srt
|
SRT
|
27.8 KB
|
|
|
15. Naive Bayes Part 2.mp4
|
MP4
|
65.5 MB
|
|
|
15. Naive Bayes Part 2.srt
|
SRT
|
16.8 KB
|
|
|
16. Data Project - Election Analysis Part 3.mp4
|
MP4
|
39.1 MB
|
|
|
16. Data Project - Election Analysis Part 3.srt
|
SRT
|
21.4 KB
|
|
|
16. Decision Trees and Random Forests.mp4
|
MP4
|
152.9 MB
|
|
|
16. Decision Trees and Random Forests.srt
|
SRT
|
42.8 KB
|
|
|
17. Data Project - Election Analysis Part 4.mp4
|
MP4
|
158.9 MB
|
|
|
17. Data Project - Election Analysis Part 4.srt
|
SRT
|
30.5 KB
|
|
|
17. Natural Language Processing Part 1.mp4
|
MP4
|
62.8 MB
|
|
|
17. Natural Language Processing Part 1.srt
|
SRT
|
10.9 KB
|
|
|
18. Natural Language Processing Part 2.mp4
|
MP4
|
59.7 MB
|
|
|
18. Natural Language Processing Part 2.srt
|
SRT
|
21.6 KB
|
|
|
19. Natural Language Processing Part 3.mp4
|
MP4
|
148.9 MB
|
|
|
19. Natural Language Processing Part 3.srt
|
SRT
|
28.6 KB
|
|
|
2. Course FAQs.html
|
HTML
|
6.9 KB
|
|
|
2. Creating arrays.mp4
|
MP4
|
13.1 MB
|
|
|
2. Creating arrays.srt
|
SRT
|
9.6 KB
|
|
|
2. DataFrames.mp4
|
MP4
|
52.9 MB
|
|
|
2. DataFrames.srt
|
SRT
|
21.9 KB
|
|
|
2. Discrete Uniform Distribution.mp4
|
MP4
|
21.8 MB
|
|
|
2. Discrete Uniform Distribution.srt
|
SRT
|
10.1 KB
|
|
|
2. GroupBy on Dict and Series.mp4
|
MP4
|
23.3 MB
|
|
|
2. GroupBy on Dict and Series.srt
|
SRT
|
15.3 KB
|
|
|
2. Histograms.mp4
|
MP4
|
20.3 MB
|
|
|
2. Histograms.srt
|
SRT
|
12.6 KB
|
|
|
2. IDEs and Course Resources.mp4
|
MP4
|
30.3 MB
|
|
|
2. IDEs and Course Resources.srt
|
SRT
|
16.2 KB
|
|
|
2. Intro to Data Projects.mp4
|
MP4
|
18.7 MB
|
|
|
2. Intro to Data Projects.srt
|
SRT
|
7.3 KB
|
|
|
2. JSON with Python.mp4
|
MP4
|
9 MB
|
|
|
2. JSON with Python.srt
|
SRT
|
5.6 KB
|
|
|
2. Linear Regression Part 1.mp4
|
MP4
|
58.7 MB
|
|
|
2. Linear Regression Part 1.srt
|
SRT
|
25.6 KB
|
|
|
2. Merge on Index.mp4
|
MP4
|
25.2 MB
|
|
|
2. Merge on Index.srt
|
SRT
|
14.5 KB
|
|
|
2. Python Overview Part 2.mp4
|
MP4
|
21.9 MB
|
|
|
2. Python Overview Part 2.srt
|
SRT
|
16.2 KB
|
|
|
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4
|
MP4
|
32.3 MB
|
|
|
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.srt
|
SRT
|
15.1 KB
|
|
|
2. Web Scraping Part 2.mp4
|
MP4
|
43.8 MB
|
|
|
2. Web Scraping Part 2.srt
|
SRT
|
16.1 KB
|
|
|
2.1 First Data Project.txt
|
TXT
|
307.2 B
|
|
|
2.1 Link to Code Notebooks for Course!.html
|
HTML
|
102.4 B
|
|
|
20. Natural Language Processing Part 4.mp4
|
MP4
|
112.8 MB
|
|
|
20. Natural Language Processing Part 4.srt
|
SRT
|
21 KB
|
|
|
3. Aggregation.mp4
|
MP4
|
43.8 MB
|
|
|
3. Aggregation.srt
|
SRT
|
18.2 KB
|
|
|
3. Concatenate.mp4
|
MP4
|
21.1 MB
|
|
|
3. Concatenate.srt
|
SRT
|
12.6 KB
|
|
|
3. Continuous Uniform Distribution.mp4
|
MP4
|
25.2 MB
|
|
|
3. Continuous Uniform Distribution.srt
|
SRT
|
10.7 KB
|
|
|
3. HTML with Python.mp4
|
MP4
|
13.5 MB
|
|
|
3. HTML with Python.srt
|
SRT
|
5.6 KB
|
|
|
3. Index objects.mp4
|
MP4
|
9.2 MB
|
|
|
3. Index objects.srt
|
SRT
|
5.8 KB
|
|
|
3. Kernel Density Estimate Plots.mp4
|
MP4
|
61.9 MB
|
|
|
3. Kernel Density Estimate Plots.srt
|
SRT
|
33.9 KB
|
|
|
3. Linear Regression Part 2.mp4
|
MP4
|
52.5 MB
|
|
|
3. Linear Regression Part 2.srt
|
SRT
|
25.6 KB
|
|
|
3. Python Overview Part 3.mp4
|
MP4
|
19.9 MB
|
|
|
3. Python Overview Part 3.srt
|
SRT
|
14.2 KB
|
|
|
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
|
MP4
|
28.1 MB
|
|
|
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.srt
|
SRT
|
12.9 KB
|
|
|
3. Titanic Project - Part 1.mp4
|
MP4
|
43.3 MB
|
|
|
3. Titanic Project - Part 1.srt
|
SRT
|
23.8 KB
|
|
|
3. Using arrays and scalars.mp4
|
MP4
|
7.9 MB
|
|
|
3. Using arrays and scalars.srt
|
SRT
|
6.5 KB
|
|
|
3. iPythonJupyter Notebook Overview.mp4
|
MP4
|
69 MB
|
|
|
3. iPythonJupyter Notebook Overview.srt
|
SRT
|
22.7 KB
|
|
|
3.1 First Data Project.txt
|
TXT
|
307.2 B
|
|
|
3.1 Link to Code Notebooks for Course!.html
|
HTML
|
102.4 B
|
|
|
3.2 Lecture 4 Info.txt
|
TXT
|
204.8 B
|
|
|
4. Binomial Distribution.mp4
|
MP4
|
41.7 MB
|
|
|
4. Binomial Distribution.srt
|
SRT
|
19.4 KB
|
|
|
4. Combining DataFrames.mp4
|
MP4
|
19.9 MB
|
|
|
4. Combining DataFrames.srt
|
SRT
|
12.8 KB
|
|
|
4. Combining Plot Styles.mp4
|
MP4
|
11.6 MB
|
|
|
4. Combining Plot Styles.srt
|
SRT
|
8.4 KB
|
|
|
4. Indexing Arrays.mp4
|
MP4
|
26.2 MB
|
|
|
4. Indexing Arrays.srt
|
SRT
|
18.8 KB
|
|
|
4. Linear Regression Part 3.mp4
|
MP4
|
68.9 MB
|
|
|
4. Linear Regression Part 3.srt
|
SRT
|
25.6 KB
|
|
|
4. Microsoft Excel files with Python.mp4
|
MP4
|
7.6 MB
|
|
|
4. Microsoft Excel files with Python.srt
|
SRT
|
5.3 KB
|
|
|
4. Reindex.mp4
|
MP4
|
32.3 MB
|
|
|
4. Reindex.srt
|
SRT
|
18.2 KB
|
|
|
4. Splitting Applying and Combining.mp4
|
MP4
|
22.2 MB
|
|
|
4. Splitting Applying and Combining.srt
|
SRT
|
12.1 KB
|
|
|
4. Titanic Project - Part 2.mp4
|
MP4
|
38.9 MB
|
|
|
4. Titanic Project - Part 2.srt
|
SRT
|
20.5 KB
|
|
|
5. Array Transposition.mp4
|
MP4
|
7.5 MB
|
|
|
5. Array Transposition.srt
|
SRT
|
5 KB
|
|
|
5. Box and Violin Plots.mp4
|
MP4
|
18.3 MB
|
|
|
5. Box and Violin Plots.srt
|
SRT
|
11 KB
|
|
|
5. Cross Tabulation.mp4
|
MP4
|
8.8 MB
|
|
|
5. Cross Tabulation.srt
|
SRT
|
6.8 KB
|
|
|
5. Drop Entry.mp4
|
MP4
|
9.3 MB
|
|
|
5. Drop Entry.srt
|
SRT
|
6.8 KB
|
|
|
5. Linear Regression Part 4.mp4
|
MP4
|
78.6 MB
|
|
|
5. Linear Regression Part 4.srt
|
SRT
|
32.5 KB
|
|
|
5. Poisson Distribution.mp4
|
MP4
|
40.2 MB
|
|
|
5. Poisson Distribution.srt
|
SRT
|
17.1 KB
|
|
|
5. Reshaping.mp4
|
MP4
|
14.4 MB
|
|
|
5. Reshaping.srt
|
SRT
|
9 KB
|
|
|
5. Titanic Project - Part 3.mp4
|
MP4
|
35.1 MB
|
|
|
5. Titanic Project - Part 3.srt
|
SRT
|
18.9 KB
|
|
|
6. Logistic Regression Part 1.mp4
|
MP4
|
71.8 MB
|
|
|
6. Logistic Regression Part 1.srt
|
SRT
|
20.2 KB
|
|
|
6. Normal Distribution.mp4
|
MP4
|
19.4 MB
|
|
|
6. Normal Distribution.srt
|
SRT
|
9.5 KB
|
|
|
6. Pivoting.mp4
|
MP4
|
18 MB
|
|
|
6. Pivoting.srt
|
SRT
|
8.5 KB
|
|
|
6. Regression Plots.mp4
|
MP4
|
34.8 MB
|
|
|
6. Regression Plots.srt
|
SRT
|
24.9 KB
|
|
|
6. Selecting Entries.mp4
|
MP4
|
18.1 MB
|
|
|
6. Selecting Entries.srt
|
SRT
|
11.7 KB
|
|
|
6. Titanic Project - Part 4.mp4
|
MP4
|
5.3 MB
|
|
|
6. Titanic Project - Part 4.srt
|
SRT
|
3.6 KB
|
|
|
6. Universal Array Function.mp4
|
MP4
|
14.9 MB
|
|
|
6. Universal Array Function.srt
|
SRT
|
7.7 KB
|
|
|
7. Array Processing.mp4
|
MP4
|
41 MB
|
|
|
7. Array Processing.srt
|
SRT
|
24.4 KB
|
|
|
7. Data Alignment.mp4
|
MP4
|
17.7 MB
|
|
|
7. Data Alignment.srt
|
SRT
|
12.2 KB
|
|
|
7. Duplicates in DataFrames.mp4
|
MP4
|
11.1 MB
|
|
|
7. Duplicates in DataFrames.srt
|
SRT
|
7.8 KB
|
|
|
7. Heatmaps and Clustered Matrices.mp4
|
MP4
|
39.1 MB
|
|
|
7. Heatmaps and Clustered Matrices.srt
|
SRT
|
22.1 KB
|
|
|
7. Intro to Data Project - Stock Market Analysis.mp4
|
MP4
|
32.8 MB
|
|
|
7. Intro to Data Project - Stock Market Analysis.srt
|
SRT
|
5.2 KB
|
|
|
7. Logistic Regression Part 2.mp4
|
MP4
|
51.8 MB
|
|
|
7. Logistic Regression Part 2.srt
|
SRT
|
19.3 KB
|
|
|
7. Sampling Techniques.mp4
|
MP4
|
22 MB
|
|
|
7. Sampling Techniques.srt
|
SRT
|
7.7 KB
|
|
|
8. Array Input and Output.mp4
|
MP4
|
14 MB
|
|
|
8. Array Input and Output.srt
|
SRT
|
9.6 KB
|
|
|
8. Data Project - Stock Market Analysis Part 1.mp4
|
MP4
|
32.4 MB
|
|
|
8. Data Project - Stock Market Analysis Part 1.srt
|
SRT
|
17.3 KB
|
|
|
8. Logistic Regression Part 3.mp4
|
MP4
|
39.7 MB
|
|
|
8. Logistic Regression Part 3.srt
|
SRT
|
14.9 KB
|
|
|
8. Mapping.mp4
|
MP4
|
7.8 MB
|
|
|
8. Mapping.srt
|
SRT
|
5.2 KB
|
|
|
8. Rank and Sort.mp4
|
MP4
|
9.5 MB
|
|
|
8. Rank and Sort.srt
|
SRT
|
7.4 KB
|
|
|
8. T-Distribution.mp4
|
MP4
|
16.4 MB
|
|
|
8. T-Distribution.srt
|
SRT
|
7.8 KB
|
|
|
9. Data Project - Stock Market Analysis Part 2.mp4
|
MP4
|
56.9 MB
|
|
|
9. Data Project - Stock Market Analysis Part 2.srt
|
SRT
|
25.5 KB
|
|
|
9. Hypothesis Testing and Confidence Intervals.mp4
|
MP4
|
78.9 MB
|
|
|
9. Hypothesis Testing and Confidence Intervals.srt
|
SRT
|
28.3 KB
|
|
|
9. Logistic Regression Part 4.mp4
|
MP4
|
97.9 MB
|
|
|
9. Logistic Regression Part 4.srt
|
SRT
|
27.6 KB
|
|
|
9. Replace.mp4
|
MP4
|
5.1 MB
|
|
|
9. Replace.srt
|
SRT
|
4.5 KB
|
|
|
9. Summary Statistics.mp4
|
MP4
|
46.1 MB
|
|
|
9. Summary Statistics.srt
|
SRT
|
29.4 KB
|
|
|
Read Me.txt
|
TXT
|
1 KB
|
|
|
[FreeAllCourse.Com].url
|
URL
|
102.4 B
|
![Udemy - Learning Python for Data Analysis and Visualization [FreeAllCourse]](/static/img/no-torrent-image.png "Udemy - Learning Python for Data Analysis and Visualization [FreeAllCourse]")
