Filename | Size |
| 1. Course Introduction/1. Introduction to the Course.mp4 | 29 MB |
| 1. Course Introduction/1. Introduction to the Course.srt | 5.9 KB |
| 1. Course Introduction/2. Course Help and Welcome.mp4 | 8.3 MB |
| 1. Course Introduction/2. Course Help and Welcome.srt | 1.1 KB |
| 1. Course Introduction/3. Course FAQs.html | 5.3 KB |
| 1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip | 52.5 MB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 | 31.4 MB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt | 20.8 KB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 | 5.2 MB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt | 2.3 KB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 | 28.6 MB |
| 10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt | 13.3 KB |
| 11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 | 12.5 MB |
| 11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt | 5.5 KB |
| 11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 | 51.2 MB |
| 11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.srt | 27.7 KB |
| 12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 | 1.9 MB |
| 12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt | 1.4 KB |
| 12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 | 46.2 MB |
| 12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt | 26.3 KB |
| 12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 | 19.2 MB |
| 12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt | 8.9 KB |
| 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 | 11.2 MB |
| 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt | 5.7 KB |
| 12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 | 27.6 MB |
| 12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt | 13.9 KB |
| 13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 | 4 MB |
| 13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt | 614 B |
| 13. Data Capstone Project/2. 911 Calls Project Overview.mp4 | 8.6 MB |
| 13. Data Capstone Project/2. 911 Calls Project Overview.srt | 3.6 KB |
| 13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 | 39.8 MB |
| 13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt | 20.9 KB |
| 13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 | 49.8 MB |
| 13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt | 37.6 MB |
| 13. Data Capstone Project/5. Bank Data.html | 363 B |
| 13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html | 117 B |
| 13. Data Capstone Project/6. Finance Data Project Overview.mp4 | 12.2 MB |
| 13. Data Capstone Project/6. Finance Data Project Overview.srt | 5.4 KB |
| 13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 | 47.3 MB |
| 13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt | 24.3 KB |
| 13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 | 45.7 MB |
| 13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt | 25.2 KB |
| 13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 | 16.6 MB |
| 13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt | 8.9 KB |
| 14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 | 7.2 MB |
| 14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.srt | 991 B |
| 14. Introduction to Machine Learning/2. Link for ISLR.html | 560 B |
| 14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html | 123 B |
| 14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip | 2.8 MB |
| 14. Introduction to Machine Learning/3. Supervised Learning Overview.mp4 | 40 MB |
| 14. Introduction to Machine Learning/3. Supervised Learning Overview.srt | 13.4 KB |
| 14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 | 82.7 MB |
| 14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt | 27 KB |
| 14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp4 | 23.7 MB |
| 14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt | 9.2 KB |
| 14. Introduction to Machine Learning/6. Machine Learning with Python.mp4 | 16.8 MB |
| 14. Introduction to Machine Learning/6. Machine Learning with Python.srt | 14.2 KB |
| 15. Linear Regression/1. Linear Regression Theory.mp4 | 8.6 MB |
| 15. Linear Regression/1. Linear Regression Theory.srt | 6.7 KB |
| 15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html | 845 B |
| 15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 | 43.3 MB |
| 15. Linear Regression/3. Linear Regression with Python - Part 1.srt | 26.1 KB |
| 15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 | 16.1 MB |
| 15. Linear Regression/4. Linear Regression with Python - Part 2.srt | 10.1 KB |
| 15. Linear Regression/5. Linear Regression Project Overview.mp4 | 10.8 MB |
| 15. Linear Regression/5. Linear Regression Project Overview.srt | 4 KB |
| 15. Linear Regression/6. Linear Regression Project Solution.mp4 | 45.4 MB |
| 15. Linear Regression/6. Linear Regression Project Solution.srt | 26.1 KB |
| 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 | 18.9 MB |
| 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt | 9.7 KB |
| 17. Logistic Regression/1. Logistic Regression Theory.mp4 | 21 MB |
| 17. Logistic Regression/1. Logistic Regression Theory.srt | 17.3 KB |
| 17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 | 41.4 MB |
| 17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt | 26.2 KB |
| 17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 | 34.2 MB |
| 17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt | 23.8 KB |
| 17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 | 16.9 MB |
| 17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt | 11.8 KB |
| 17. Logistic Regression/5. Logistic Regression Project Overview.mp4 | 5.3 MB |
| 17. Logistic Regression/5. Logistic Regression Project Overview.srt | 2.6 KB |
| 17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 | 30.2 MB |
| 17. Logistic Regression/6. Logistic Regression Project Solutions.srt | 14.7 KB |
| 18. K Nearest Neighbors/1. KNN Theory.mp4 | 9.9 MB |
| 18. K Nearest Neighbors/1. KNN Theory.srt | 8 KB |
| 18. K Nearest Neighbors/2. KNN with Python.mp4 | 46 MB |
| 18. K Nearest Neighbors/2. KNN with Python.srt | 26.7 KB |
| 18. K Nearest Neighbors/3. KNN Project Overview.mp4 | 5 MB |
| 18. K Nearest Neighbors/3. KNN Project Overview.srt | 2.2 KB |
| 18. K Nearest Neighbors/4. KNN Project Solutions.mp4 | 52.7 MB |
| 18. K Nearest Neighbors/4. KNN Project Solutions.srt | 19.2 KB |
| 19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 | 12.1 MB |
| 19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt | 9.9 KB |
| 19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 | 40.1 MB |
| 19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt | 20.1 KB |
| 19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 | 12 MB |
| 19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt | 5 KB |
| 19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 | 30.9 MB |
| 19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt | 17.1 KB |
| 19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 | 26.6 MB |