Machine Learning - Deep Learning: Machine Learning UNIT

UNIT - I

Introduction

1. Well-Posed Learning Problems

2. Designing a Learning System

3. Perspectives and Issues in Machine Learning

4. Introduction to Supervised, Unsupervised and Reinforcement Learning.

Concept Learning and the General to Specific Ordering

5. Introduction

6. A Concept Learning Task

7. Concept Learning as Search

8. Find-S: Finding a Maximally Specific Hypothesis

9. Version Spaces and the Candidate Elimination Algorithm.

Machine Learning - Deep Learning