Recommended Technical Books

=Recommended Technical Books=

Introduction to Statistical Learning and Applications in R by Hastie, Tibshirani and etal
An Introduction to Statistical Learning: with Applications in R by Gareth james, Daniela Witten, Trevor Hastie and Robert Tibshirani This is the excellent book with the simpler treatment than the elements of statistical learning and is hightly recommended book.

Information Theory, Inference and Learning Algorithms By David J.C. McKay
Information Theory, Inference and Learning Algorithms By David J.C. McKay David style is very crisp and clear and reader will very much enjoy the course. He has the corresponding course in the videolectures.net (see the course section) and one can study it along with it.

Numerical Optimization by Jorge Nocedal & Stephen Wright
Numerical Optimization by Jorge Nocedal & Stephen Wright

Numerical Algorithm For Machine Learning by Justin Solomon
'Numerical Algorithm For Machine Learning by Justin Solomon