Pandas Course Index – Dataplexa

Pandas Course Index

Complete Pandas Roadmap — 30 structured lessons covering data loading, cleaning, transformation, merging, grouping, time series and project workflows.

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I. Beginner Level (10 Lessons)

1. Introduction to Pandas 2. Series & DataFrame Basics 3. Reading Data 4. Exploring DataFrames 5. Selecting Data 6. Filtering Data 7. Handling Missing Values 8. Data Cleaning 9. Sorting & Ranking 10. Renaming Columns

II. Intermediate Level (12 Lessons)

11. Adding & Removing Columns 12. Working with Indexes 13. Duplicate Handling 14. Applying Functions 15. String Operations 16. Date & Time Handling 17. GroupBy & Aggregations 18. Pivot Tables 19. Merging DataFrames 20. Concatenation 21. Working with Large Datasets 22. Categorical Data

III. Advanced Level (8 Lessons)

23. Window Functions 24. Advanced Aggregations 25. Time Series Analysis 26. MultiIndex 27. Advanced Filtering 28. Outlier Detection 29. Performance Optimization 30. Pandas Project