Udemy - Python for Data Science and Machine Learning Bootcamp

• Udemy - Python for Data Science and Machine Learning Bootcamp
• 1. Course Introduction/1. Introduction to the Course.mp4 29 MB
• 1. Course Introduction/1. Introduction to the Course.vtt 5.3 KB
• 1. Course Introduction/2. Course Help and Welcome.mp4 8.3 MB
• 1. Course Introduction/2. Course Help and Welcome.vtt 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.vtt 18.6 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.vtt 2 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.vtt 11.9 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.vtt 4.9 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.vtt 24.7 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.vtt 1.3 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.vtt 23.5 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.vtt 3.5 MB
• 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 11.2 MB
• 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt 5.2 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.vtt 12.4 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!.vtt 562 B
• 13. Data Capstone Project/2. 911 Calls Project Overview.mp4 8.6 MB
• 13. Data Capstone Project/2. 911 Calls Project Overview.vtt 3.3 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.vtt 18.6 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.vtt 23.6 KB
• 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.vtt 4.9 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.vtt 21.7 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.vtt 22.7 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.vtt 8 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!.vtt 909 B
• 14. Introduction to Machine Learning/2. Link for ISLR.html 406 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. Introduction to Machine Learning.mp4 28.9 MB
• 14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt 15.4 KB
• 14. Introduction to Machine Learning/3.1 Link for ISLR.html 123 B
• 14. Introduction to Machine Learning/4. Machine Learning with Python.mp4 16.8 MB
• 14. Introduction to Machine Learning/4. Machine Learning with Python.vtt 12.7 KB
• 15. Linear Regression/1. Linear Regression Theory.mp4 8.6 MB
• 15. Linear Regression/1. Linear Regression Theory.vtt 6 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.vtt 23.3 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.vtt 9.1 KB
• 15. Linear Regression/5. Linear Regression Project Overview.mp4 10.8 MB
• 15. Linear Regression/5. Linear Regression Project Overview.vtt 3.6 KB
• 15. Linear Regression/6. Linear Regression Project Solution.mp4 45.4 MB
• 15. Linear Regression/6. Linear Regression Project Solution.vtt 23.4 KB
• 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 11.6 MB
• 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt 8.8 KB
• 17. Logistic Regression/1. Logistic Regression Theory.mp4 21 MB
• 17. Logistic Regression/1. Logistic Regression Theory.vtt 15.4 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.vtt 23.4 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.vtt 21.3 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.vtt 10.5 KB
• 17. Logistic Regression/5. Logistic Regression Project Overview.mp4 5.3 MB
• 17. Logistic Regression/5. Logistic Regression Project Overview.vtt 2.4 KB
• 17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 30.2 MB
• 17. Logistic Regression/6. Logistic Regression Project Solutions.vtt 13.2 KB
• 18. K Nearest Neighbors/1. KNN Theory.mp4 9.9 MB
• 18. K Nearest Neighbors/1. KNN Theory.vtt 7.2 KB
• 18. K Nearest Neighbors/2. KNN with Python.mp4 46 MB
• 18. K Nearest Neighbors/2. KNN with Python.vtt 23.9 KB
• 18. K Nearest Neighbors/3. KNN Project Overview.mp4 5 MB
• 18. K Nearest Neighbors/3. KNN Project Overview.vtt 2 KB
• 18. K Nearest Neighbors/4. KNN Project Solutions.mp4 52.7 MB
• 18. K Nearest Neighbors/4. KNN Project Solutions.vtt 17.2 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.vtt 8.9 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.vtt 18 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.vtt 4.5 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.vtt 15.3 KB
• 19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 26.6 MB
• 19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt 10.9 KB
• 2. Environment Set-Up/1. Python Environment Setup.mp4 76.3 MB
• 2. Environment Set-Up/1. Python Environment Setup.vtt 17.7 KB

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