Udemy - Learning Python for Data Analysis and Visualization [TP]

Files:

• 1. Course Intro.mp4 (13.3 MB)
• 1. Course Intro.vtt (4.8 KB)
• 2. Course FAQs.html (6.9 KB)

• 1. Introduction to Machine Learning with SciKit Learn.mp4 (46.2 MB)
• 1. Introduction to Machine Learning with SciKit Learn.vtt (16.6 KB)
• 10. Multi Class Classification Part 1 - Logistic Regression.mp4 (67.9 MB)
• 10. Multi Class Classification Part 1 - Logistic Regression.vtt (19.3 KB)
• 11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 (73.5 MB)
• 11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt (23.6 KB)
• 12. Support Vector Machines Part 1.mp4 (64.9 MB)
• 12. Support Vector Machines Part 1.vtt (16.0 KB)
• 13. Support Vector Machines - Part 2.mp4 (85.8 MB)
• 13. Support Vector Machines - Part 2.vtt (28.6 KB)
• 14. Naive Bayes Part 1.mp4 (35.7 MB)
• 14. Naive Bayes Part 1.vtt (11.9 KB)
• 15. Naive Bayes Part 2.mp4 (65.5 MB)
• 15. Naive Bayes Part 2.vtt (14.1 KB)
• 16. Decision Trees and Random Forests.mp4 (152.9 MB)
• 16. Decision Trees and Random Forests.vtt (34.8 KB)
• 17. Natural Language Processing Part 1.mp4 (43.9 MB)
• 17. Natural Language Processing Part 1.vtt (9.6 KB)
• 18. Natural Language Processing Part 2.mp4 (59.7 MB)
• 18. Natural Language Processing Part 2.vtt (17.4 KB)
• 19. Natural Language Processing Part 3.mp4 (92.5 MB)
• 19. Natural Language Processing Part 3.vtt (23.4 KB)
• 2. Linear Regression Part 1.mp4 (58.7 MB)
• 2. Linear Regression Part 1.vtt (23.2 KB)
• 20. Natural Language Processing Part 4.mp4 (67.1 MB)
• 20. Natural Language Processing Part 4.vtt (17.1 KB)
• 3. Linear Regression Part 2.mp4 (52.5 MB)
• 3. Linear Regression Part 2.vtt (23.3 KB)
• 4. Linear Regression Part 3.mp4 (68.9 MB)
• 4. Linear Regression Part 3.vtt (23.3 KB)
• 5. Linear Regression Part 4.mp4 (78.6 MB)
• 5. Linear Regression Part 4.vtt (29.5 KB)
• 6. Logistic Regression Part 1.mp4 (71.8 MB)
• 6. Logistic Regression Part 1.vtt (17.0 KB)
• 7. Logistic Regression Part 2.mp4 (51.8 MB)
• 7. Logistic Regression Part 2.vtt (15.6 KB)
• 8. Logistic Regression Part 3.mp4 (39.7 MB)
• 8. Logistic Regression Part 3.vtt (12.2 KB)
• 9. Logistic Regression Part 4.mp4 (97.9 MB)
• 9. Logistic Regression Part 4.vtt (22.7 KB)

• 1. Intro to Appendix B.mp4 (7.3 MB)
• 1. Intro to Appendix B.vtt (4.2 KB)
• 1.1 Viewer Link For Stats Notes.txt (0.1 KB)
• 10. Chi Square Test and Distribution.mp4 (15.7 MB)
• 10. Chi Square Test and Distribution.vtt (3.8 KB)
• 11. Bayes Theorem.mp4 (36.8 MB)
• 11. Bayes Theorem.vtt (12.2 KB)
• 2. Discrete Uniform Distribution.mp4 (21.8 MB)
• 2. Discrete Uniform Distribution.vtt (9.2 KB)
• 3. Continuous Uniform Distribution.mp4 (25.2 MB)
• 3. Continuous Uniform Distribution.vtt (9.8 KB)
• 4. Binomial Distribution.mp4 (41.7 MB)
• 4. Binomial Distribution.vtt (17.6 KB)
• 5. Poisson Distribution.mp4 (40.2 MB)
• 5. Poisson Distribution.vtt (15.5 KB)
• 6. Normal Distribution.mp4 (19.4 MB)
• 6. Normal Distribution.vtt (8.7 KB)
• 7. Sampling Techniques.mp4 (22.0 MB)
• 7. Sampling Techniques.vtt (7.1 KB)
• 8. T-Distribution.mp4 (16.4 MB)
• 8. T-Distribution.vtt (7.1 KB)
• 9. Hypothesis Testing and Confidence Intervals.mp4 (78.9 MB)
• 9. Hypothesis Testing and Confidence Intervals.vtt (23.8 KB)

• 1. Introduction to SQL with Python.mp4 (43.8 MB)
• 1. Introduction to SQL with Python.vtt (14.9 KB)
• 2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 (32.3 MB)
• 2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt (13.8 KB)
• 3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 (28.1 MB)
• 3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt (11.8 KB)

• 1. Web Scraping Part 1.mp4 (37.3 MB)
• 1. Web Scraping Part 1.vtt (16.3 KB)
• 2. Web Scraping Part 2.mp4 (43.8 MB)
• 2. Web Scraping Part 2.vtt (14.6 KB)

• 1. Python Overview Part 1.mp4 (34.5 MB)
• 1. Python Overview Part 1.vtt (19.1 KB)
• 2. Python Overview Part 2.mp4 (21.9 MB)
• 2. Python Overview Part 2.vtt (14.7 KB)
• 3. Python Overview Part 3.mp4 (19.9 MB)
• 3. Python Overview Part 3.vtt (12.9 KB)

• 1. Bonus Lecture Coupons.html (6.0 KB)

• 1. Installation Setup and Overview.mp4 (24.4 MB)
• 1. Installation Setup and Overview.vtt (8.5 KB)
• 1.1 Link to Code Notebooks for Course!.html (0.1 KB)
• 1.2 Link for FAQ.html (0.1 KB)
• 2. IDEs and Course Resources.mp4 (30.4 MB)
• 2. IDEs and Course Resources.vtt (12.7 KB)
• 2.1 Link to Code Notebooks for Course!.html (0.1 KB)
• 3. iPythonJupyter Notebook Overview.mp4 (39.4 MB)
• 3. iPythonJupyter Notebook Overview.vtt (17.7 KB)
• 3.1 Lecture 4 Info.txt (0.2 KB)
• 3.2 Link to Code Notebooks for Course!.html (0.1 KB)

• 1. Intro to numpy.html (0.9 KB)
• 2. Creating arrays.mp4 (13.1 MB)
• 2. Creating arrays.vtt (8.8 KB)
• 3. Using arrays and scalars.mp4 (7.9 MB)
• 3. Using arrays and scalars.vtt (5.9 KB)
• 4. Indexing Arrays.mp4 (26.2 MB)
• 4. Indexing Arrays.vtt (26.2 MB)
• 5. Array Transposition.mp4 (7.5 MB)
• 5. Array Transposition.vtt (4.5 KB)
• 6. Universal Array Function.mp4 (14.9 MB)
• 6. Universal Array Function.vtt (7.0 KB)
• 7. Array Processing.mp4 (41.0 MB)
• 7. Array Processing.vtt (21.9 KB)
• 8. Array Input and Output.mp4 (14.0 MB)
• 8. Array Input and Output.vtt (8.7 KB)

• 1. Series.mp4 (24.8 MB)
• 1. Series.vtt (15.0 KB)
• 10. Missing Data.mp4 (18.9 MB)
• 10. Missing Data.vtt (13.0 KB)
• 11. Index Hierarchy.mp4 (24.0 MB)
• 11. Index Hierarchy.vtt (15.9 KB)
• 2. DataFrames.mp4 (52.9 MB)
• 2. DataFrames.vtt (17.6 KB)
• 3. Index objects.mp4 (9.2 MB)
• 3. Index objects.vtt (5.3 KB)
• 4. Reindex.mp4 (32.3 MB)
• 4. Reindex.vtt (16.5 KB)
• 5. Drop Entry.mp4 (9.3 MB)
• 5. Drop Entry.vtt (6.2 KB)
• 6. Selecting Entries.mp4 (18.1 MB)
• 6. Selecting Entries.vtt (10.6 KB)
• 7. Data Alignment.mp4 (17.7 MB)
• 7. Data Alignment.vtt (11.0 KB)
• 8. Rank and Sort.mp4 (9.5 MB)
• 8. Rank and Sort.vtt (6.8 KB)
• 9. Summary Statistics.mp4 (46.1 MB)
• 9. Summary Statistics.vtt (26.6 KB)

• 1. Reading and Writing Text Files.mp4 (24.8 MB)
• 1. Reading and Writing Text Files.vtt (11.9 KB)
• 2. JSON with Python.mp4 (9.0 MB)
• 2. JSON with Python.vtt (5.2 KB)
• 3. HTML with Python.mp4 (13.5 MB)
• 3. HTML with Python.vtt (5.1 KB)
• 4. Microsoft Excel files with Python.mp4 (7.6 MB)
• 4. Microsoft Excel files with Python.vtt (4.9 KB)

• 1. Merge.mp4 (36.3 MB)
• 1. Merge.vtt (20.9 KB)
• 10. Rename Index.mp4 (10.1 MB)
• 10. Rename Index.vtt (6.6 KB)
• 11. Binning.mp4 (13.0 MB)
• 11. Binning.vtt (7.2 KB)
• 12. Outliers.mp4 (16.2 MB)
• 12. Outliers.vtt (7.6 KB)
• 13. Permutation.mp4 (8.8 MB)
• 13. Permutation.vtt (5.7 KB)
• 2. Merge on Index.mp4 (25.2 MB)
• 2. Merge on Index.vtt (13.2 KB)
• 3. Concatenate.mp4 (21.1 MB)
• 3. Concatenate.vtt (11.5 KB)
• 4. Combining DataFrames.mp4 (19.9 MB)
• 4. Combining DataFrames.vtt (11.5 KB)
• 5. Reshaping.mp4 (14.4 MB)
• 5. Reshaping.vtt (8.2 KB)
• 6. Pivoting.mp4 (18.0 MB)
• 6. Pivoting.vtt (7.8 KB)
• 7. Duplicates in DataFrames.mp4 (11.1 MB)
• 7. Duplicates in DataFrames.vtt (7.1 KB)
• 8. Mapping.mp4 (7.8 MB)
• 8. Mapping.vtt (4.7 KB)
• 9. Replace.mp4 (5.2 MB)
• 9. Replace.vtt (4.1 KB)

• 1. GroupBy on DataFrames.mp4 (36.3 MB)
• 1. GroupBy on DataFrames.vtt (20.0 KB)
• 2. GroupBy on Dict and Series.mp4 (23.3 MB)
• 2. GroupBy on Dict and Series.vtt (13.9 KB)
• 3. Aggregation.mp4 (43.8 MB)
• 3. Aggregation.vtt (16.5 KB)
• 4. Splitting Applying and Combining.mp4 (22.2 MB)
• 4. Splitting Applying and Combining.vtt (11.0 KB)
• 5. Cross Tabulation.mp4 (8.8 MB)
• 5. Cross Tabulation.vtt (6.2 KB)

• 1. Installing Seaborn.mp4 (7.2 MB)
• 1. Installing Seaborn.vtt (2.5 KB)
• 2. Histograms.mp4 (20.3 MB)
• 2. Histograms.vtt (11.5 KB)
• 3. Kernel Density Estimate Plots.mp4 (61.9 MB)
• 3. Kernel Density Estimate Plots.vtt (30.7 KB)
• 4. Combining Plot Styles.mp4 (11.6 MB)
• 4. Combining Plot Styles.vtt (7.6 KB)
• 5. Box and Violin Plots.mp4 (18.3 MB)
• 5. Box and Violin Plots.vtt (10.1 KB)
• 6. Regression Plots.mp4 (34.8 MB)
• 6. Regression Plots.vtt (22.5 KB)
• 7. Heatmaps and Clustered Matrices.mp4 (39.1 MB)
• 7. Heatmaps and Clustered Matrices.vtt (19.9 KB)

• 1. Data Projects Preview.mp4 (25.8 MB)
• 1. Data Projects Preview.vtt (4.8 KB)
• 10. Data Project - Stock Market Analysis Part 3.mp4 (40.0 MB)
• 10. Data Project - Stock Market Analysis Part 3.vtt (13.6 KB)
• 11. Data Project - Stock Market Analysis Part 4.mp4 (25.9 MB)
• 11. Data Project - Stock Market Analysis Part 4.vtt (8.8 KB)
• 12. Data Project - Stock Market Analysis Part 5.mp4 (94.0 MB)
• 12. Data Project - Stock Market Analysis Part 5.vtt (33.2 KB)
• 13. Data Project - Intro to Election Analysis.mp4 (14.9 MB)
• 13. Data Project - Intro to Election Analysis.vtt (3.3 KB)
• 14. Data Project - Election Analysis Part 1.mp4 (44.6 MB)
• 14. Data Project - Election Analysis Part 1.vtt (22.1 KB)
• 15. Data Project - Election Analysis Part 2.mp4 (56.4 MB)
• 15. Data Project - Election Analysis Part 2.vtt (25.3 KB)
• 16. Data Project - Election Analysis Part 3.mp4 (39.1 MB)
• 16. Data Project - Election Analysis Part 3.vtt (19.4 KB)
• 17. Data Project - Election Analysis Part 4.mp4 (82.1 MB)
• 17. Data Project - Election Analysis Part 4.vtt (24.9 KB)
• 2. Intro to Data Projects.mp4 (18.7 MB)
• 2. Intro to Data Projects.vtt (6.8 KB)
• 2.1 First Data Project.txt (0.3 KB)
• 3. Titanic Project - Part 1.mp4 (43.3 MB)
• 3. Titanic Project - Part 1.vtt (21.6 KB)
• 3.1 First Data Project.txt (0.3 KB)
• 4. Titanic Project - Part 2.mp4 (38.9 MB)
• 4. Titanic Project - Part 2.vtt (18.6 KB)
• 5. Titanic Project - Part 3.mp4 (35.1 MB)
• 5. Titanic Project - Part 3.vtt (17.2 KB)
• 6. Titanic Project - Part 4.mp4 (5.3 MB)
• 6. Titanic Project - Part 4.vtt (3.3 KB)
• 7. Intro to Data Project - Stock Market Analysis.mp4 (32.8 MB)
• 7. Intro to Data Project - Stock Market Analysis.vtt (4.8 KB)
• 8. Data Project - Stock Market Analysis Part 1.mp4 (32.4 MB)
• 8. Data Project - Stock Market Analysis Part 1.vtt (15.6 KB)
• 9. Data Project - Stock Market Analysis Part 2.mp4 (56.8 MB)
• 9. Data Project - Stock Market Analysis Part 2.vtt (23.2 KB)

• [Tutorialsplanet.NET].url (0.1 KB)