Introduction to Machine Learning with Python
CHAPTER 1. Introduction.
CHAPTER 2. Supervised Learning.
CHAPTER 3. Unsupervised Learning and Preprocessing.
CHAPTER 4. Summary of scikit-learn methods and usage.
CHAPTER 5. Representing Data and Engineering Features.
CHAPTER 6. Model evaluation and improvement.
CHAPTER 7. Algorithm Chains and Pipelines.
CHAPTER 8. Working with Text Data.