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Book Overview & Buying
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Table Of Contents
Python Data Science Essentials
By :
Python Data Science Essentials
By:
Overview of this book
The book starts by introducing you to setting up your essential data science toolbox. Then it will guide you across all the data munging and preprocessing phases. This will be done in a manner that explains all the core data science activities related to loading data, transforming and fixing it for analysis, as well as exploring and processing it. Finally, it will complete the overview by presenting you with the main machine learning algorithms, the graph analysis technicalities, and all the visualization instruments that can make your life easier in presenting your results.
In this walkthrough, structured as a data science project, you will always be accompanied by clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.
Table of Contents (13 chapters)
Python Data Science Essentials
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Preface
Free Chapter
First Steps
Data Munging
The Data Science Pipeline
Machine Learning
Social Network Analysis
Visualization
Index
