Filename | Size |
| 1. Intro to Course and Python/1. Course Intro.mp4 | 5.9 MB |
| 1. Intro to Course and Python/1. Course Intro.vtt | 5.2 KB |
| 1. Intro to Course and Python/2. Course FAQs.html | 6.9 KB |
| 10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4 | 17.9 MB |
| 10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.vtt | 17.8 KB |
| 10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4 | 26.8 MB |
| 10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.vtt | 20.8 KB |
| 10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 | 30.6 MB |
| 10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt | 25.5 KB |
| 10. Machine Learning/12. Support Vector Machines Part 1.mp4 | 23.5 MB |
| 10. Machine Learning/12. Support Vector Machines Part 1.vtt | 16.7 KB |
| 10. Machine Learning/13. Support Vector Machines - Part 2.mp4 | 36 MB |
| 10. Machine Learning/13. Support Vector Machines - Part 2.vtt | 31.1 KB |
| 10. Machine Learning/14. Naive Bayes Part 1.mp4 | 14 MB |
| 10. Machine Learning/14. Naive Bayes Part 1.vtt | 12.8 KB |
| 10. Machine Learning/15. Naive Bayes Part 2.mp4 | 23.2 MB |
| 10. Machine Learning/15. Naive Bayes Part 2.vtt | 15 KB |
| 10. Machine Learning/16. Decision Trees and Random Forests.mp4 | 152.9 MB |
| 10. Machine Learning/16. Decision Trees and Random Forests.vtt | 37.5 KB |
| 10. Machine Learning/17. Natural Language Processing Part 1.mp4 | 43.9 MB |
| 10. Machine Learning/17. Natural Language Processing Part 1.vtt | 9.7 KB |
| 10. Machine Learning/18. Natural Language Processing Part 2.mp4 | 59.7 MB |
| 10. Machine Learning/18. Natural Language Processing Part 2.vtt | 18.6 KB |
| 10. Machine Learning/19. Natural Language Processing Part 3.mp4 | 92.6 MB |
| 10. Machine Learning/19. Natural Language Processing Part 3.vtt | 25 KB |
| 10. Machine Learning/2. Linear Regression Part 1.mp4 | 24.2 MB |
| 10. Machine Learning/2. Linear Regression Part 1.vtt | 10.9 MB |
| 10. Machine Learning/20. Natural Language Processing Part 4.mp4 | 67.1 MB |
| 10. Machine Learning/20. Natural Language Processing Part 4.vtt | 18.5 KB |
| 10. Machine Learning/3. Linear Regression Part 2.mp4 | 22.5 MB |
| 10. Machine Learning/3. Linear Regression Part 2.vtt | 22.5 MB |
| 10. Machine Learning/4. Linear Regression Part 3.mp4 | 27.2 MB |
| 10. Machine Learning/4. Linear Regression Part 3.vtt | 23.3 KB |
| 10. Machine Learning/5. Linear Regression Part 4.mp4 | 30.9 MB |
| 10. Machine Learning/5. Linear Regression Part 4.vtt | 29.5 KB |
| 10. Machine Learning/6. Logistic Regression Part 1.mp4 | 25 MB |
| 10. Machine Learning/6. Logistic Regression Part 1.vtt | 18.3 KB |
| 10. Machine Learning/7. Logistic Regression Part 2.mp4 | 20.8 MB |
| 10. Machine Learning/7. Logistic Regression Part 2.vtt | 16.8 KB |
| 10. Machine Learning/8. Logistic Regression Part 3.mp4 | 16.5 MB |
| 10. Machine Learning/8. Logistic Regression Part 3.vtt | 13 KB |
| 10. Machine Learning/9. Logistic Regression Part 4.mp4 | 35.3 MB |
| 10. Machine Learning/9. Logistic Regression Part 4.vtt | 24.5 KB |
| 11. Appendix Statistics Overview/1. Intro to Appendix B.mp4 | 3 MB |
| 11. Appendix Statistics Overview/1. Intro to Appendix B.vtt | 4.2 KB |
| 11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt | 121 B |
| 11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4 | 5.6 MB |
| 11. Appendix Statistics Overview/10. Chi Square Test and Distribution.vtt | 3.9 KB |
| 11. Appendix Statistics Overview/11. Bayes Theorem.mp4 | 14.5 MB |
| 11. Appendix Statistics Overview/11. Bayes Theorem.vtt | 12.7 KB |
| 11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4 | 8.7 MB |
| 11. Appendix Statistics Overview/2. Discrete Uniform Distribution.vtt | 9.2 KB |
| 11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4 | 9.9 MB |
| 11. Appendix Statistics Overview/3. Continuous Uniform Distribution.vtt | 9.8 KB |
| 11. Appendix Statistics Overview/4. Binomial Distribution.mp4 | 17 MB |
| 11. Appendix Statistics Overview/4. Binomial Distribution.vtt | 17.6 KB |
| 11. Appendix Statistics Overview/5. Poisson Distribution.mp4 | 16 MB |
| 11. Appendix Statistics Overview/5. Poisson Distribution.vtt | 15.5 KB |
| 11. Appendix Statistics Overview/6. Normal Distribution.mp4 | 8.3 MB |
| 11. Appendix Statistics Overview/6. Normal Distribution.vtt | 8.7 KB |
| 11. Appendix Statistics Overview/7. Sampling Techniques.mp4 | 8.1 MB |
| 11. Appendix Statistics Overview/7. Sampling Techniques.vtt | 7.1 KB |
| 11. Appendix Statistics Overview/8. T-Distribution.mp4 | 6.7 MB |
| 11. Appendix Statistics Overview/8. T-Distribution.vtt | 7.1 KB |
| 11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4 | 30.7 MB |
| 11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.vtt | 25.2 KB |
| 12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4 | 16.4 MB |
| 12. Appendix SQL and Python/1. Introduction to SQL with Python.vtt | 14.9 KB |
| 12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 | 13.5 MB |
| 12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt | 13.8 KB |
| 12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 | 11.7 MB |
| 12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt | 11.8 KB |
| 13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4 | 14.5 MB |
| 13. Appendix Web Scraping with Python/1. Web Scraping Part 1.vtt | 16.3 KB |
| 13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4 | 17.4 MB |
| 13. Appendix Web Scraping with Python/2. Web Scraping Part 2.vtt | 14.6 KB |
| 14. Appendix Python Special Offers/1. Python Overview Part 1.mp4 | 17.4 MB |
| 14. Appendix Python Special Offers/1. Python Overview Part 1.vtt | 20.8 KB |
| 14. Appendix Python Special Offers/2. Python Overview Part 2.mp4 | 11.1 MB |
| 14. Appendix Python Special Offers/2. Python Overview Part 2.vtt | 14.7 KB |
| 14. Appendix Python Special Offers/3. Python Overview Part 3.mp4 | 9.8 MB |
| 14. Appendix Python Special Offers/3. Python Overview Part 3.vtt | 12.9 KB |
| 15. BONUS SPECIAL DISCOUNT COUPONS/1. Bonus Lecture Coupons.html | 6 KB |
| 2. Setup/1. Installation Setup and Overview.mp4 | 24.4 MB |
| 2. Setup/1. Installation Setup and Overview.vtt | 8.9 KB |
| 2. Setup/1.1 Link for FAQ.html | 149 B |
| 2. Setup/1.2 Link to Code Notebooks for Course!.html | 131 B |
| 2. Setup/2. IDEs and Course Resources.mp4 | 30.3 MB |
| 2. Setup/2. IDEs and Course Resources.vtt | 13.8 KB |
| 2. Setup/2.1 Link to Code Notebooks for Course!.html | 131 B |
| 2. Setup/3. iPythonJupyter Notebook Overview.mp4 | 39.4 MB |
| 2. Setup/3. iPythonJupyter Notebook Overview.vtt | 19.4 KB |
| 2. Setup/3.1 Lecture 4 Info.txt | 180 B |
| 2. Setup/3.2 Link to Code Notebooks for Course!.html | 131 B |
| 3. Learning Numpy/1. Intro to numpy.html | 917 B |
| 3. Learning Numpy/2. Creating arrays.mp4 | 6.7 MB |
| 3. Learning Numpy/2. Creating arrays.vtt | 8.8 KB |
| 3. Learning Numpy/3. Using arrays and scalars.mp4 | 4.1 MB |
| 3. Learning Numpy/3. Using arrays and scalars.vtt | 5.9 KB |