The Pandas Workshop a Comprehensive Guide to Using Python for Data Analysis with Real-World Case Studies
What you will learn Access and load data from different sources using pandas Work with a range of data types and structures to understand your data Perform data transformation to prepare it for analysis Use Matplotlib for data visualization to create a variety of plots Create data models to find rel...
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| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
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Birmingham
Packt Publishing, Limited
2022
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| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Table of Contents An Introduction to pandas Working with Data Structures Data I/O pandas Data Types Data Selection – DataFrames Data Selection – Series Data Exploration and Transformation Data Visualization Data Modeling – Preprocessing Data Modeling – Modeling Basics Data Modeling – Regression Modeling Using Time in pandas Exploring Time Series Applying pandas Data Processing for Case Studies