Description

Machine Learning by Dr. Himanshu Sharma

. CONTENTS

• Basic Concepts in Machine Learning

• Supervised Learning

• Unsupervised Learning

• Concept Learning

• Decision Tree Learning

• Artificial Neural Networks (ANN)

• Genetic Algorithms (GA)

• Reinforcement Learning

• Bayesian Decision Theory and Bayesin Learning

• Statistics for Hypothesis Evaluation

• Computational Learning Theory (CLT)

• Instance-Based Learning (IBL)

• Appendix

• Examination Papers

• Index.