Create Tool:ruTorrent (PHP Class - Adrien Gibrat)
Create Time:2019-01-19 21:01:31
File Size:1.97 GB
File Count:226
File Hash:cbfd1b486d602138699407b715ee096959fa4f24
| 1. Intro to Course and Python/1. Course Intro.mp4 |
| 1. Intro to Course and Python/1. Course Intro.vtt |
| 1. Intro to Course and Python/2. Course FAQs.html |
| 10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4 |
| 10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.vtt |
| 10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4 |
| 10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.vtt |
| 10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 |
| 10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt |
| 10. Machine Learning/12. Support Vector Machines Part 1.mp4 |
| 10. Machine Learning/12. Support Vector Machines Part 1.vtt |
| 10. Machine Learning/13. Support Vector Machines - Part 2.mp4 |
| 10. Machine Learning/13. Support Vector Machines - Part 2.vtt |
| 10. Machine Learning/14. Naive Bayes Part 1.mp4 |
| 10. Machine Learning/14. Naive Bayes Part 1.vtt |
| 10. Machine Learning/15. Naive Bayes Part 2.mp4 |
| 10. Machine Learning/15. Naive Bayes Part 2.vtt |
| 10. Machine Learning/16. Decision Trees and Random Forests.mp4 |
| 10. Machine Learning/16. Decision Trees and Random Forests.vtt |
| 10. Machine Learning/17. Natural Language Processing Part 1.mp4 |
| 10. Machine Learning/17. Natural Language Processing Part 1.vtt |
| 10. Machine Learning/18. Natural Language Processing Part 2.mp4 |
| 10. Machine Learning/18. Natural Language Processing Part 2.vtt |
| 10. Machine Learning/19. Natural Language Processing Part 3.mp4 |
| 10. Machine Learning/19. Natural Language Processing Part 3.vtt |
| 10. Machine Learning/2. Linear Regression Part 1.mp4 |
| 10. Machine Learning/2. Linear Regression Part 1.vtt |
| 10. Machine Learning/20. Natural Language Processing Part 4.mp4 |
| 10. Machine Learning/20. Natural Language Processing Part 4.vtt |
| 10. Machine Learning/3. Linear Regression Part 2.mp4 |
| 10. Machine Learning/3. Linear Regression Part 2.vtt |
| 10. Machine Learning/4. Linear Regression Part 3.mp4 |
| 10. Machine Learning/4. Linear Regression Part 3.vtt |
| 10. Machine Learning/5. Linear Regression Part 4.mp4 |
| 10. Machine Learning/5. Linear Regression Part 4.vtt |
| 10. Machine Learning/6. Logistic Regression Part 1.mp4 |
| 10. Machine Learning/6. Logistic Regression Part 1.vtt |
| 10. Machine Learning/7. Logistic Regression Part 2.mp4 |
| 10. Machine Learning/7. Logistic Regression Part 2.vtt |
| 10. Machine Learning/8. Logistic Regression Part 3.mp4 |
| 10. Machine Learning/8. Logistic Regression Part 3.vtt |
| 10. Machine Learning/9. Logistic Regression Part 4.mp4 |
| 10. Machine Learning/9. Logistic Regression Part 4.vtt |
| 11. Appendix Statistics Overview/1. Intro to Appendix B.mp4 |
| 11. Appendix Statistics Overview/1. Intro to Appendix B.vtt |
| 11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt |
| 11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4 |
| 11. Appendix Statistics Overview/10. Chi Square Test and Distribution.vtt |
| 11. Appendix Statistics Overview/11. Bayes Theorem.mp4 |
| 11. Appendix Statistics Overview/11. Bayes Theorem.vtt |
| 11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4 |
| 11. Appendix Statistics Overview/2. Discrete Uniform Distribution.vtt |
| 11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4 |
| 11. Appendix Statistics Overview/3. Continuous Uniform Distribution.vtt |
| 11. Appendix Statistics Overview/4. Binomial Distribution.mp4 |
| 11. Appendix Statistics Overview/4. Binomial Distribution.vtt |
| 11. Appendix Statistics Overview/5. Poisson Distribution.mp4 |
| 11. Appendix Statistics Overview/5. Poisson Distribution.vtt |
| 11. Appendix Statistics Overview/6. Normal Distribution.mp4 |
| 11. Appendix Statistics Overview/6. Normal Distribution.vtt |
| 11. Appendix Statistics Overview/7. Sampling Techniques.mp4 |
| 11. Appendix Statistics Overview/7. Sampling Techniques.vtt |
| 11. Appendix Statistics Overview/8. T-Distribution.mp4 |
| 11. Appendix Statistics Overview/8. T-Distribution.vtt |
| 11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4 |
| 11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.vtt |
| 12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4 |
| 12. Appendix SQL and Python/1. Introduction to SQL with Python.vtt |
| 12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 |
| 12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt |
| 12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 |
| 12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt |
| 13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4 |
| 13. Appendix Web Scraping with Python/1. Web Scraping Part 1.vtt |
| 13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4 |
| 13. Appendix Web Scraping with Python/2. Web Scraping Part 2.vtt |
| 14. Appendix Python Special Offers/1. Python Overview Part 1.mp4 |
| 14. Appendix Python Special Offers/1. Python Overview Part 1.vtt |
| 14. Appendix Python Special Offers/2. Python Overview Part 2.mp4 |
| 14. Appendix Python Special Offers/2. Python Overview Part 2.vtt |
| 14. Appendix Python Special Offers/3. Python Overview Part 3.mp4 |
| 14. Appendix Python Special Offers/3. Python Overview Part 3.vtt |
| 15. BONUS SPECIAL DISCOUNT COUPONS/1. Bonus Lecture Coupons.html |
| 2. Setup/1. Installation Setup and Overview.mp4 |
| 2. Setup/1. Installation Setup and Overview.vtt |
| 2. Setup/1.1 Link for FAQ.html |
| 2. Setup/1.2 Link to Code Notebooks for Course!.html |
| 2. Setup/2. IDEs and Course Resources.mp4 |
| 2. Setup/2. IDEs and Course Resources.vtt |
| 2. Setup/2.1 Link to Code Notebooks for Course!.html |
| 2. Setup/3. iPythonJupyter Notebook Overview.mp4 |
| 2. Setup/3. iPythonJupyter Notebook Overview.vtt |
| 2. Setup/3.1 Lecture 4 Info.txt |
| 2. Setup/3.2 Link to Code Notebooks for Course!.html |
| 3. Learning Numpy/1. Intro to numpy.html |
| 3. Learning Numpy/2. Creating arrays.mp4 |
| 3. Learning Numpy/2. Creating arrays.vtt |
| 3. Learning Numpy/3. Using arrays and scalars.mp4 |
| 3. Learning Numpy/3. Using arrays and scalars.vtt |
| 3. Learning Numpy/4. Indexing Arrays.mp4 |
| 3. Learning Numpy/4. Indexing Arrays.vtt |
| 3. Learning Numpy/5. Array Transposition.mp4 |
| 3. Learning Numpy/5. Array Transposition.vtt |
| 3. Learning Numpy/6. Universal Array Function.mp4 |
| 3. Learning Numpy/6. Universal Array Function.vtt |
| 3. Learning Numpy/7. Array Processing.mp4 |
| 3. Learning Numpy/7. Array Processing.vtt |
| 3. Learning Numpy/8. Array Input and Output.mp4 |
| 3. Learning Numpy/8. Array Input and Output.vtt |
| 4. Intro to Pandas/1. Series.mp4 |
| 4. Intro to Pandas/1. Series.vtt |
| 4. Intro to Pandas/10. Missing Data.mp4 |
| 4. Intro to Pandas/10. Missing Data.vtt |
| 4. Intro to Pandas/11. Index Hierarchy.mp4 |
| 4. Intro to Pandas/11. Index Hierarchy.vtt |
| 4. Intro to Pandas/2. DataFrames.mp4 |
| 4. Intro to Pandas/2. DataFrames.vtt |
| 4. Intro to Pandas/3. Index objects.mp4 |
| 4. Intro to Pandas/3. Index objects.vtt |
| 4. Intro to Pandas/4. Reindex.mp4 |
| 4. Intro to Pandas/4. Reindex.vtt |
| 4. Intro to Pandas/5. Drop Entry.mp4 |
| 4. Intro to Pandas/5. Drop Entry.vtt |
| 4. Intro to Pandas/6. Selecting Entries.mp4 |
| 4. Intro to Pandas/6. Selecting Entries.vtt |
| 4. Intro to Pandas/7. Data Alignment.mp4 |
| 4. Intro to Pandas/7. Data Alignment.vtt |
| 4. Intro to Pandas/8. Rank and Sort.mp4 |
| 4. Intro to Pandas/8. Rank and Sort.vtt |
| 4. Intro to Pandas/9. Summary Statistics.mp4 |
| 4. Intro to Pandas/9. Summary Statistics.vtt |
| 5. Working with Data Part 1/1. Reading and Writing Text Files.mp4 |
| 5. Working with Data Part 1/1. Reading and Writing Text Files.vtt |
| 5. Working with Data Part 1/2. JSON with Python.mp4 |
| 5. Working with Data Part 1/2. JSON with Python.vtt |
| 5. Working with Data Part 1/3. HTML with Python.mp4 |
| 5. Working with Data Part 1/3. HTML with Python.vtt |
| 5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4 |
| 5. Working with Data Part 1/4. Microsoft Excel files with Python.vtt |
| 6. Working with Data Part 2/1. Merge.mp4 |
| 6. Working with Data Part 2/1. Merge.vtt |
| 6. Working with Data Part 2/10. Rename Index.mp4 |
| 6. Working with Data Part 2/10. Rename Index.vtt |
| 6. Working with Data Part 2/11. Binning.mp4 |
| 6. Working with Data Part 2/11. Binning.vtt |
| 6. Working with Data Part 2/12. Outliers.mp4 |
| 6. Working with Data Part 2/12. Outliers.vtt |
| 6. Working with Data Part 2/13. Permutation.mp4 |
| 6. Working with Data Part 2/13. Permutation.vtt |
| 6. Working with Data Part 2/2. Merge on Index.mp4 |
| 6. Working with Data Part 2/2. Merge on Index.vtt |
| 6. Working with Data Part 2/3. Concatenate.mp4 |
| 6. Working with Data Part 2/3. Concatenate.vtt |
| 6. Working with Data Part 2/4. Combining DataFrames.mp4 |
| 6. Working with Data Part 2/4. Combining DataFrames.vtt |
| 6. Working with Data Part 2/5. Reshaping.mp4 |
| 6. Working with Data Part 2/5. Reshaping.vtt |
| 6. Working with Data Part 2/6. Pivoting.mp4 |
| 6. Working with Data Part 2/6. Pivoting.vtt |
| 6. Working with Data Part 2/7. Duplicates in DataFrames.mp4 |
| 6. Working with Data Part 2/7. Duplicates in DataFrames.vtt |
| 6. Working with Data Part 2/8. Mapping.mp4 |
| 6. Working with Data Part 2/8. Mapping.vtt |
| 6. Working with Data Part 2/9. Replace.mp4 |
| 6. Working with Data Part 2/9. Replace.vtt |
| 7. Working with Data Part 3/1. GroupBy on DataFrames.mp4 |
| 7. Working with Data Part 3/1. GroupBy on DataFrames.vtt |
| 7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4 |
| 7. Working with Data Part 3/2. GroupBy on Dict and Series.vtt |
| 7. Working with Data Part 3/3. Aggregation.mp4 |
| 7. Working with Data Part 3/3. Aggregation.vtt |
| 7. Working with Data Part 3/4. Splitting Applying and Combining.mp4 |
| 7. Working with Data Part 3/4. Splitting Applying and Combining.vtt |
| 7. Working with Data Part 3/5. Cross Tabulation.mp4 |
| 7. Working with Data Part 3/5. Cross Tabulation.vtt |
| 8. Data Visualization/1. Installing Seaborn.mp4 |
| 8. Data Visualization/1. Installing Seaborn.vtt |
| 8. Data Visualization/2. Histograms.mp4 |
| 8. Data Visualization/2. Histograms.vtt |
| 8. Data Visualization/3. Kernel Density Estimate Plots.mp4 |
| 8. Data Visualization/3. Kernel Density Estimate Plots.vtt |
| 8. Data Visualization/4. Combining Plot Styles.mp4 |
| 8. Data Visualization/4. Combining Plot Styles.vtt |
| 8. Data Visualization/5. Box and Violin Plots.mp4 |
| 8. Data Visualization/5. Box and Violin Plots.vtt |
| 8. Data Visualization/6. Regression Plots.mp4 |
| 8. Data Visualization/6. Regression Plots.vtt |
| 8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4 |
| 8. Data Visualization/7. Heatmaps and Clustered Matrices.vtt |
| 9. Example Projects/1. Data Projects Preview.mp4 |
| 9. Example Projects/1. Data Projects Preview.vtt |
| 9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4 |
| 9. Example Projects/10. Data Project - Stock Market Analysis Part 3.vtt |
| 9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4 |
| 9. Example Projects/11. Data Project - Stock Market Analysis Part 4.vtt |
| 9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4 |
| 9. Example Projects/12. Data Project - Stock Market Analysis Part 5.vtt |
| 9. Example Projects/13. Data Project - Intro to Election Analysis.mp4 |
| 9. Example Projects/13. Data Project - Intro to Election Analysis.vtt |
| 9. Example Projects/14. Data Project - Election Analysis Part 1.mp4 |
| 9. Example Projects/14. Data Project - Election Analysis Part 1.vtt |
| 9. Example Projects/15. Data Project - Election Analysis Part 2.mp4 |
| 9. Example Projects/15. Data Project - Election Analysis Part 2.vtt |
| 9. Example Projects/16. Data Project - Election Analysis Part 3.mp4 |
| 9. Example Projects/16. Data Project - Election Analysis Part 3.vtt |
| 9. Example Projects/17. Data Project - Election Analysis Part 4.mp4 |
| 9. Example Projects/17. Data Project - Election Analysis Part 4.vtt |
| 9. Example Projects/2. Intro to Data Projects.mp4 |
| 9. Example Projects/2. Intro to Data Projects.vtt |
| 9. Example Projects/2.1 First Data Project.txt |
| 9. Example Projects/3. Titanic Project - Part 1.mp4 |
| 9. Example Projects/3. Titanic Project - Part 1.vtt |
| 9. Example Projects/3.1 First Data Project.txt |
| 9. Example Projects/4. Titanic Project - Part 2.mp4 |
| 9. Example Projects/4. Titanic Project - Part 2.vtt |
| 9. Example Projects/5. Titanic Project - Part 3.mp4 |
| 9. Example Projects/5. Titanic Project - Part 3.vtt |
| 9. Example Projects/6. Titanic Project - Part 4.mp4 |
| 9. Example Projects/6. Titanic Project - Part 4.vtt |
| 9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4 |
| 9. Example Projects/7. Intro to Data Project - Stock Market Analysis.vtt |
| 9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4 |
| 9. Example Projects/8. Data Project - Stock Market Analysis Part 1.vtt |
| 9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4 |
| 9. Example Projects/9. Data Project - Stock Market Analysis Part 2.vtt |
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