Machine Learning 2- UNIT-1 (B) Concept Learning and the General to Specific Ordering PPTs

UNIT-1 (B) 

 Concept Learning and the General to Specific Ordering 

 Concept Learning and the General to Specific Ordering 

• Introduction
• A Concept Learning Task
• Concept Learning as Search
• Find-S: Finding a Maximally Specific Hypothesis
• Version Spaces and the Candidate Elimination Algorithm

 

Machine Learning 2- UNIT-1 (A) Notes : Introduction & Concept Learning and the General to Specific Ordering Notes

UNIT-1 

Introduction & Concept Learning and the General to Specific Ordering 

 Introduction:

• Well-Posed Learning Problems
• Designing a Learning System
• Perspectives and Issues in Machine Learning
• Introduction to Supervised
• Unsupervised and Reinforcement Learning

 Concept Learning and the General to Specific Ordering:

• Introduction
• A Concept Learning Task
• Concept Learning as Search
• Find-S: Finding a Maximally Specific Hypothesis
• Version Spaces and the Candidate Elimination Algorithm