eBook For Data Science Fundamentals with R, Python and Open Data 1st Edition By Marco Cremonini

eBook For Data Science Fundamentals with R, Python and Open Data 1st Edition By Marco Cremonini

This eBook talks about data science and how people study data to find useful information. Marco Cremonini explains how tools like R, Python, and open data help analyze and understand data. The book shows simple ideas used to work with numbers and information. It helps readers learn the basics of data science and modern technology.

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Table of contents

1. Cover
2. Title Page
3. Copyright
4. Contents
5. Preface
6. About the Companion Website
7. Introduction
8. Chapter 1 Open‐Source Tools for Data Science
9. Chapter 2 Simple Exploratory Data Analysis
10. Chapter 3 Data Organization and First Data Frame Operations
11. Chapter 4 Subsetting with Logical Conditions
12. Chapter 5 Operations on Dates, Strings, and Missing Values
13. Chapter 6 Pivoting and Wide‐long Transformations
14. Chapter 7 Groups and Operations on Groups
15. Chapter 8 Conditions and Iterations
16. Chapter 9 Functions and Multicolumn Operations
17. Chapter 10 Join Data Frames
18. Chapter 11 List/Dictionary Data Format
19. Index
20. EULA