Can I read Data Science from Scratch on EtoBox?

Data Science from Scratch by Joel Grus is a book available to read on EtoBox.

What is Data Science from Scratch about?

Copyright 4 Table of Contents 5 Preface 13 Data Science 13 From Scratch 14 Conventions Used in This Book 15 Using Code Examples 16 Safari® Books Online 16 How to Contact Us 17 Acknowledgments 17 Chapter 1. Introduction 19 The Ascendance of Data 19 What Is Data Science? 19 Motivating Hypothetical: DataSciencester 20 Finding Key Connectors 21 Data Scientists You May Know 24 Salaries and Experience 26 Paid Accounts 29 Topics of Interest 29 Onward 31 Chapter 2. A Crash Course in Python 33 The Basics 33 Getting Python 33 The Zen of Python 34 Whitespace Formatting 34 Modules 35 Arithmetic 36 Functions 36 Strings 37 Exceptions 37 Lists 38 Tuples 39 Dictionaries 39 Sets 42 Control Flow 43 Truthiness 43 The Not-So-Basics 44 Sorting 45 List Comprehensions 45 Generators and Iterators 46 Randomness 47 Regular Expressions 48 Object-Oriented Programming 48 Functional Tools 49 enumerate 50 zip and Argument Unpacking 51 args and kwargs 52 Welcome to DataSciencester! 53 For Further Exploration 53 Chapter 3. Visualizing Data 55 matplotlib 55 Bar Charts 57 Line Charts 61 Scatterplots 62 For Further Exploration 65 Chapter 4. Linear Algebra 67 Vectors 67 Matrices 71 For Further Exploration 73 Chapter 5

Author

Joel Grus

Language

EN