Textbook in PDF format

Machine Learning (ML) is that field of computer science with the help of which computer systems can provide sense to data in much the same way as human beings do. In simple words, ML is a type of artificial intelligence that extracts patterns out of raw data by using an algorithm or method. The key focus of ML is to allow computer systems to learn from experience without being explicitly programmed or human intervention.
Introduction
Getting Started
Data Types
Data Structures
Data Traversing
Data Exploration and Analysis
Building Predictive Models
Understanding Machine Learning
How to Problem Solve Using Machine Learning
Conclusion