Machine Learning

Contents

Preface

Acknowledgements

About the Authors

Model Syllabus for Machine Learning

Lesson plan

1 Introduction to Machine Learning

1.1 Introduction

1.2 What is Human Learning?

1.3 Types of Human Learning

1.3.1 Learning under expert guidance

1.3.2 Learning guided by knowledge gained from experts

1.3.3 Learning by self

1.4 What is Machine Learning?

1.4.1 How do machines learn?

1.4.2 Well-posed learning problem

1.5 Types of Machine Learning

1.5.1 Supervised learning

1.5.2 Unsupervised learning

1.5.3 Reinforcement learning

1.5.4 Comparison – supervised, unsupervised, and reinforcement learning

1.6 Problems Not To Be Solved Using Machine Learning

1.7 Applications of Machine Learning

1.7.1 Banking and finance

1.7.2 Insurance

1.7.3 Healthcare ...