Foundational Python for Data Science, 1st edition

Name: Foundational Python for Data Science
Brand: Pearson
Price: 50.94 USD
Availability: InStock
ISBN: 9780137605675

Kennedy Behrman

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ISBN-13: 9780137605675 (2021 update)

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ISBN-13: 9780137605675 (2021 update)

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Preface

Part 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

Part II: Data Science Libraries

7 Numpy

8 Scipy

9 Pandas

10 Visualization Libraries

11 Machine Learning Libraries

12 Natural Language Toolkit

Part III: Intermediate Python

13 Functional Programming

14 Object-Oriented Programming

15 Other Topics

A Answers to Selected Exercises

Index