Mastering pandas
A complete guide to pandas, from installation to advanced data analysis techniques
Publisher:Packt Publishing Limited
By: Ashish Kumar
Paid access
|Sep 2024
Table of Contents
- Introduction to pandas and Data Analysis
- Installation of pandas and Supporting Software
- Using NumPy and Data Structures with pandas
- I/Os of Different Data Formats with pandas
- Indexing and Selecting in pandas
- Grouping, Merging, and Reshaping Data in pandas
- Special Data Operations in pandas
- Time Series and Plotting Using Matplotlib
- Making Powerful Reports In Jupyter Using pandas
- A Tour of Statistics with pandas and NumPy
- A Brief Tour of Bayesian Statistics and Maximum Likelihood Estimates
- Data Case Studies Using pandas
- The pandas Library Architecture
- pandas Compared with Other Tools
- A Brief Tour of Machine Learning
PDF ISBN: 978-1-78934-335-9
Publisher: Packt Publishing Limited
Copyright owner: © 2019 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 674
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