Linkedin - Python For Data Science Tips Tricks And Techniques

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Files
  1. 1. Introduction/1. Discover new tips and tricks for Python.mp4 4.33MB
  2. 1. Introduction/2. What you should know.mp4 381.83KB
  3. 1. Introduction/3. Using the exercise files.mp4 3.10MB
  4. 1. Introduction/4. Set up on Windows.mp4 6.45MB
  5. 1. Introduction/5. Set up on Mac.mp4 4.85MB
  6. 2. Ingesting Data/1. Working with JSON data.mp4 21.82MB
  7. 2. Ingesting Data/2. Working with CSV files.mp4 7.56MB
  8. 2. Ingesting Data/3. Working with Parquet files.mp4 23.22MB
  9. 2. Ingesting Data/4. Reading data from GitHub API.mp4 13.66MB
  10. 3. Exploring Data/1. Reading data with pandas.mp4 20.87MB
  11. 3. Exploring Data/2. Inspecting DataFrames with pandas.mp4 9.29MB
  12. 3. Exploring Data/3. Aggregating data with pandas.mp4 12.76MB
  13. 3. Exploring Data/4. Exporting data with pandas.mp4 11.93MB
  14. 4. Visualizing Data/1. Basic charts in Plotly.mp4 15.17MB
  15. 4. Visualizing Data/2. Small multiples with Plotly.mp4 14.26MB
  16. 4. Visualizing Data/3. Using color in Plotly.mp4 12.26MB
  17. 4. Visualizing Data/4. Finishing your data visualizations in Plotly.mp4 12.64MB
  18. 5. Conclusion/1. Next steps and additional resources.mp4 1.49MB
  19. Exercise Files/01_01.ipynb 11.66KB
  20. Exercise Files/01_02.ipynb 9.24KB
  21. Exercise Files/01_03.ipynb 2.38MB
  22. Exercise Files/01_04.ipynb 7.32KB
  23. Exercise Files/02_01.ipynb 3.87KB
  24. Exercise Files/02_02.ipynb 18.22KB
  25. Exercise Files/02_03.ipynb 1.73KB
  26. Exercise Files/02_04.ipynb 7.03KB
  27. Exercise Files/03_01.ipynb 8.30MB
  28. Exercise Files/03_02.ipynb 2.47MB
  29. Exercise Files/03_03.ipynb 14.80MB
  30. Exercise Files/03_04.ipynb 398.11KB
  31. Exercise Files/data/MonthlyProductSales.csv 515.06KB
  32. Exercise Files/data/MonthlyProductSales.parquet 74.24KB
  33. Exercise Files/data/MonthlySales.csv 1019B
  34. Exercise Files/data/anscombes-quartet-hier.csv 496B
  35. Exercise Files/data/anscombes-quartet.csv 607B
  36. Exercise Files/data/diamonds.csv 2.64MB
  37. Exercise Files/data/monthlySalesbyCategoryMultiple.json 1.64KB
  38. Exercise Files/data/mpg.csv 15.67KB