Data Science from Scratch: First Principles with Python (2015)
CHAPTER 2.A Crash Course in Python
CHAPTER 7.Hypothesis and Inference
CHAPTER 12.k-Nearest Neighbors
CHAPTER 14.Simple Linear Regression
CHAPTER 15.Multiple Regression
CHAPTER 16.Logistic Regression
CHAPTER 19.Simple Linear Regression
CHAPTER 20.Natural Language Processing
CHAPTER 22.k-Nearest Neighbors
CHAPTER 25.Go Forth and Do Data Science