Filename Size 0. Websites you may like/1. Get Free Premium Accounts Daily On Our Discord Server!.txt 1.3 KB 1. Introduction.mp4 57.2 MB 1. Introduction.srt 4.3 KB 10. Dealing with Huge Data.mp4 123.2 MB 10. Dealing with Huge Data.srt 11.3 KB 11. Combining Multiple Data Sources.mp4 44.5 MB 11. Combining Multiple Data Sources.srt 5.1 KB 12. Data Cleaning.mp4 13.8 MB 12. Data Cleaning.srt 1.2 KB 13. Dealing with Missing Data.mp4 100 MB 13. Dealing with Missing Data.srt 8 KB 14. Scaling and Binning Numerical Data.mp4 149.2 MB 14. Scaling and Binning Numerical Data.srt 11.6 KB 15. Validating Data with Schemas.mp4 118.4 MB 15. Validating Data with Schemas.srt 9.7 KB 16. Encoding Categorical Data.mp4 79.7 MB 16. Encoding Categorical Data.srt 6.6 KB 17. Exploratory Data Analysis.mp4 79.7 MB 17. Exploratory Data Analysis.srt 9.4 KB 18. Visual Data Exploration.mp4 115.8 MB 18. Visual Data Exploration.srt 11.4 KB 19. Descriptive Statistics.mp4 115.8 MB 19. Descriptive Statistics.srt 6.2 KB 2. Class Project.mp4 30 MB 2. Class Project.srt 2.3 KB 20. Dividing Data into Subsets.mp4 162.8 MB 20. Dividing Data into Subsets.srt 12.9 KB 21. Finding and Understanding Relations in the Data.mp4 68.1 MB 21. Finding and Understanding Relations in the Data.srt 5.5 KB 22. Machine Learning.mp4 19.7 MB 22. Machine Learning.srt 1.4 KB 23. Linear Regression for Price Prediction.mp4 93.3 MB 23. Linear Regression for Price Prediction.srt 15.1 KB 24. Decision Trees and Random Forests.mp4 73 MB 24. Decision Trees and Random Forests.srt 7.1 KB 25. Machine Learning Classification.mp4 119.2 MB 25. Machine Learning Classification.srt 11.4 KB 26. Data Clustering for Deeper Insights.mp4 77.1 MB 26. Data Clustering for Deeper Insights.srt 9 KB 27. Validation of Machine Learning Models.mp4 115.1 MB 27. Validation of Machine Learning Models.srt 10.8 KB 28. ML Interpretability.mp4 191.8 MB 28. ML Interpretability.srt 17.2 KB 29. Intro to Machine Learning Fairness.mp4 100.3 MB 29. Intro to Machine Learning Fairness.srt 8.1 KB 3. What is Data Science.mp4 66.4 MB 3. What is Data Science.srt 5.9 KB 30. Visuals & Reports.mp4 191.8 MB 30. Visuals & Reports.srt 305 B 31. Visualization Basics.mp4 191.8 MB 31. Visualization Basics.srt 8.1 KB 32. Visualizing Geospatial Information.mp4 65.1 MB 32. Visualizing Geospatial Information.srt 5.7 KB 33. Exporting Data and Visualizations.mp4 61.6 MB 33. Exporting Data and Visualizations.srt 6.8 KB 34. Creating Presentations directly in Jupyter.mp4 25.4 MB 34. Creating Presentations directly in Jupyter.srt 2.9 KB 35. Generating PDF Reports from Jupyter.mp4 32.7 MB 35. Generating PDF Reports from Jupyter.srt 3.8 KB 36. Conclusion and Congratulations!.mp4 36 MB 36. Conclusion and Congratulations!.srt 2.6 KB 4. Tool Overview.mp4 70.3 MB 4. Tool Overview.srt 6 KB 5. How To Find Help.mp4 133.5 MB 5. How To Find Help.srt 15.7 KB 6. Data Loading.mp4 6.9 MB 6. Data Loading.srt 477 B 7. Loading Excel and CSV files.mp4 68.8 MB 7. Loading Excel and CSV files.srt 7.5 KB 8. Loading Data from SQL.mp4 53.1 MB 8. Loading Data from SQL.srt 5.5 KB 9. Loading Any Data File.mp4 75.3 MB 9. Loading Any Data File.srt 7.4 KB Exercises.zip 16.6 MB housing.csv 1.4 MB notebooks.zip 7.8 MB