pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. Mastering pandas – Second Edition presents useful data manipulation techniques in pandas to perform complex data analysis in various domains.(Limited-time offer)
Table of Contents
- Section 1: Overview of Data Analysis and pandas
- Introduction to pandas and Data Analysis
- Installation of pandas and Supporting Software
- Section 2: Data Structures and I/O in pandas
- Using NumPy and Data Structures with pandas
- I/Os of Different Data Formats with pandas
- Section 3: Mastering Different Data Operations in pandas
- Indexing and Selecting in pandas
- Grouping, Merging, and Reshaping Data in pandas
- Special Data Operations in pandas
- Time Series and Plotting Using Matplotlib
- Section 4: Going a Step Beyond with pandas
- 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
Download Free PDF / Read Online
Author(s): Ashish Kumar
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 674
Download / View Link(s): This offer has ended.
Free as of 12/28/2021.
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 674
Download / View Link(s): This offer has ended.
Free as of 12/28/2021.