This book on Machine learning is designed as a textbook for undergraduate and postgraduate engineering and management students who opt for machine learning as their core or elective subject. The book provides comprehensive coverage of the fundamentals of machine learning. It is also useful for Engineering professionals and IT employees to understand the basics of machine learning.

Spread over 16 chapters, the book starts with an overview of machine learning and followed by a discussion on the need for understanding data and necessary mathematics. The book then discusses about the basics of learning theory, regression analysis, decision tree, decision rule-based classification algorithms. It provides introduction to Bayesian learning and Probabilistic graphic models. Important topics like support vector machines, clustering, reinforcement algorithms and genetic algorithms are discussed in depth. The book ends with the latest developments in deep learning.

The book strikes a perfect balance between theoretical and mathematical exposition, with several numerical examples, review questions, and Python programs.

Sir can you send me the book content only so that i suggest to students for purchases.

Sir, it is present on the lecture notes webpage. It is a downloadable content. Please, view that page, sir.

Regards,

Dr. SS

please sir upload the full book………..it’s a humble request

You can browse the kindle preview for this book sir in amazon.in. Regards

Respected Sir,

Chapter 3, Chapter 4, Chapter 6, Chapter 7, Chapter 8, Chapter 9, Chapter 10, and Chapter 12 are missing from the lecture notes webpage. If you can provide them, it would be very helpful for us.

Regards

Dr. S. Sarkar

PLS INFORM WHETHER PPTS/LECTURE NOTES AVAILABLE OF THIS TEXT BOOK

Sir,

Please post Lecture Notes & Quiz for PYTHON PROGRAMMING also.

please sir upload ur machine learning book full content……………..pls

Sir Can we get a complementary copy of your book where we can refer our college library by seeing contents and concepts of book as it is a part of our university

You can browse the kindle preview for this book sir in amazon.in. Regards

Respected Sir,

I purchased a copy of the book and found it to be extremely helpful

I am a student preparing for exams. For it I need to access the solution manual of this book. However, However oxford press doesnt allow students to access the solution manual I kindly request that you upload the solution manual or mail it to me at 20bee064@nith.ac.in

It would be immensely helpful

Thank you

Sir please upload solution manual for this text book

Where to use the QR codes given in the book?

Respected Sir,

Chapter 3, Chapter 4, Chapter 6, Chapter 7, Chapter 8, Chapter 9, Chapter 10, and Chapter 12 are missing from the lecture notes webpage. If you can provide them, it would be very helpful for us.

Regards

Dr. Ranjith K C

Respected Sir,

Chapter 3, 4, 6, 7, 8, 9, 10 and 12 are missing from the lecture notes webpage. If you can provide them, it would be very helpful for us.

Regards

Dr. Ranjith K C