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Pandas

Work with real data: load spreadsheets, clean, filter, group and analyze tables of data.

14 lessons about 5 hours Medium
Learn it by writing it.

Every lesson runs real code in your browser, checked the moment you submit. No installing anything, no setup, no waiting.

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What this course covers

  1. What is Pandas? Real Data in Python
  2. Data Science with Python
  3. Statistics: Mean, Median, Mode
  4. pandas: Spreadsheets in Python
  5. Selecting & Filtering
  6. Grouping & Aggregating
  7. Cleaning Missing Data
  8. Combining Tables
  9. Transforming Data: apply, map, sort, rename
  10. Stacking and Merging: concat and merge deep
  11. Working with Real Data (CSV & Excel)
  12. Time Series: Data Over Time
  13. Dates and Times: to_datetime, .dt, and resample
  14. Mini Data-Science Project: Weather Detective

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