Learning the Polars DataFrame Library - Introduction and Hands-on Exploration

Learning the Polars DataFrame Library - Introduction and Hands-on Exploration

Keith Galli via YouTube Direct link

- Performance Benefits of Polars vs Pandas

9 of 20

9 of 20

- Performance Benefits of Polars vs Pandas

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Learning the Polars DataFrame Library - Introduction and Hands-on Exploration

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  1. 1 - Random Banter
  2. 2 - Livestream Overview & General Learning Strategy
  3. 3 - Getting started with Polars
  4. 4 - I temporarily don't know how to share my screen
  5. 5 - Getting started with Polars in code
  6. 6 - Expressions in Polars Select, Filter
  7. 7 - Learning Polars vs Pandas Strategy
  8. 8 - Main Polars Concepts Exploring the Documentation
  9. 9 - Performance Benefits of Polars vs Pandas
  10. 10 - More complex Polars select context
  11. 11 - Exploring Polars Documentation with_columns, filters, group_by
  12. 12 - Groupby Example see comments for small correction
  13. 13 - Q&A: How long did it take you to learn Python for Data Science?
  14. 14 - Q&A: What laptop are you using?
  15. 15 - Q&A: Have you ever gotten stuck at work? What did you do?
  16. 16 - Q&A: Any advice on leetcoding?
  17. 17 - Performance Benefits of Polars Loading in 2gb file
  18. 18 - Q&A: How to get started with freelance projects?? & Upwork Strategy
  19. 19 - More Polars Exploration & Continued Learning Strategy
  20. 20 - Question & Answer Session

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