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[FreeCoursesOnline.Me] SkillShare - Data Science and Business Analytics with Python

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File Name
Size
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1.3 kB
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1. Introduction.mp4
57 MB
1. Introduction.srt
4.3 kB
10. Dealing with Huge Data.mp4
123 MB
10. Dealing with Huge Data.srt
11 kB
11. Combining Multiple Data Sources.mp4
44 MB
11. Combining Multiple Data Sources.srt
5.1 kB
12. Data Cleaning.mp4
14 MB
12. Data Cleaning.srt
1.2 kB
13. Dealing with Missing Data.mp4
100 MB
13. Dealing with Missing Data.srt
8.0 kB
14. Scaling and Binning Numerical Data.mp4
149 MB
14. Scaling and Binning Numerical Data.srt
12 kB
15. Validating Data with Schemas.mp4
118 MB
15. Validating Data with Schemas.srt
9.7 kB
16. Encoding Categorical Data.mp4
80 MB
16. Encoding Categorical Data.srt
6.6 kB
17. Exploratory Data Analysis.mp4
80 MB
17. Exploratory Data Analysis.srt
9.4 kB
18. Visual Data Exploration.mp4
116 MB
18. Visual Data Exploration.srt
11 kB
19. Descriptive Statistics.mp4
116 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
163 MB
20. Dividing Data into Subsets.srt
13 kB
21. Finding and Understanding Relations in the Data.mp4
68 MB
21. Finding and Understanding Relations in the Data.srt
5.5 kB
22. Machine Learning.mp4
20 MB
22. Machine Learning.srt
1.4 kB
23. Linear Regression for Price Prediction.mp4
93 MB
23. Linear Regression for Price Prediction.srt
15 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 MB
25. Machine Learning Classification.srt
11 kB
26. Data Clustering for Deeper Insights.mp4
77 MB
26. Data Clustering for Deeper Insights.srt
9.0 kB
27. Validation of Machine Learning Models.mp4
115 MB
27. Validation of Machine Learning Models.srt
11 kB
28. ML Interpretability.mp4
192 MB
28. ML Interpretability.srt
17 kB
29. Intro to Machine Learning Fairness.mp4
100 MB
29. Intro to Machine Learning Fairness.srt
8.1 kB
3. What is Data Science.mp4
66 MB
3. What is Data Science.srt
5.9 kB
30. Visuals & Reports.mp4
192 MB
30. Visuals & Reports.srt
305 B
31. Visualization Basics.mp4
192 MB
31. Visualization Basics.srt
8.1 kB
32. Visualizing Geospatial Information.mp4
65 MB
32. Visualizing Geospatial Information.srt
5.7 kB
33. Exporting Data and Visualizations.mp4
62 MB
33. Exporting Data and Visualizations.srt
6.8 kB
34. Creating Presentations directly in Jupyter.mp4
25 MB
34. Creating Presentations directly in Jupyter.srt
2.9 kB
35. Generating PDF Reports from Jupyter.mp4
33 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 MB
4. Tool Overview.srt
6.0 kB
5. How To Find Help.mp4
134 MB
5. How To Find Help.srt
16 kB
6. Data Loading.mp4
6.9 MB
6. Data Loading.srt
477 B
7. Loading Excel and CSV files.mp4
69 MB
7. Loading Excel and CSV files.srt
7.5 kB
8. Loading Data from SQL.mp4
53 MB
8. Loading Data from SQL.srt
5.5 kB
9. Loading Any Data File.mp4
75 MB
9. Loading Any Data File.srt
7.4 kB
Exercises.zip
17 MB
housing.csv
1.4 MB
notebooks.zip
7.8 MB