Just Enough Data Science and Machine Learning: Essential Tools and Techniques [Paperback]

List of Figures       ix

Preface        xvii

About the Authors        xix

 

Chapter 1. What Is Data Science?        1

 

Chapter 2. Basic Statistics         3

2.1 Introductory Statistical Notions         3

2.2 Expectation         17

2.3 Variance         21

2.4 Correlation         26

2.5 Regression         28

2.6 Chapter Summary         32

 

Chapter 3. Types of Data         33

3.1 Tabular Data         33&l(