Book

Pandas Cookbook

Explore pandas, the powerful Python library for data analysis and manipulation by working on real-world datasets. Get to grips with the fundamentals and learn to use pandas to clean messy data, independently analyze groups within your data, make powerful time-series calculations, and create beautiful visualizations during exploratory data analysis.

Offered by

Difficulty Level

Intermediate

Completion Time

17h44m approx.

Language

English

Certification

Not available

About Course

Book Content

chapters • 17h44m total length

1. Pandas Foundations

2. Essential DataFrame Operations

3. Beginning Data Analysis

4. Selecting Subsets of Data

5. Boolean Indexing

6. Index Alignment

7. Grouping for Aggregation, Filtration and Transformation

8. Restructuring Data into Tidy Form

9. Joining multiple pandas objects

10. Time Series

11. Visualization

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