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Foundational Python for Data Science
book

Foundational Python for Data Science

by Kennedy Behrman
September 2021
Beginner to intermediate
256 pages
6h 48m
English
Addison-Wesley Professional
Content preview from Foundational Python for Data Science

Contents at a Glance

Preface

I: Learning Python in a Notebook Environment

1 Introduction to Notebooks

2 Fundamentals of Python

3 Sequences

4 Other Data Structures

5 Execution Control

6 Functions

II: Data Science Libraries

7 NumPy

8 SciPy

9 Pandas

10 Visualization Libraries

11 Machine Learning Libraries

12 Natural Language Toolkit

III: Intermediate Python

13 Functional Programming

14 Object-Oriented Programming

15 Other Topics

A   Answers to End-of-Chapter Questions

Index

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Publisher Resources

ISBN: 9780136624417