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Pandas

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Course Content

Section 1: Introduction

1. Introduction

2. What is pandas?

3. Installing pandas

4. Loading pandas into Jupyter

Section 2: Series

5. Creating a Series

6. Creating a Series with NumPy

7. Setting and retrieving with indexes

8. Retrieving with loc and iloc

9. Setting the index

10. Non-unique indexes

10a. Fancy indexing

11. Basic methods

12. Operations by index

13. Broadcasting operators

14. Boolean Indexing

15. Exercise #1

16. Exercise #1 solutions

Section 3: dtypes and NaN

18. Assigning to dtypes

19. Using astype

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