TY - BOOK AU - Bhattacharyya, Sujit AU - Bhattacharya, Subhrajit TI - Practical handbook of machine learning: best suited for software professionals college students SN - 9789390820658 U1 - 005.133 BHA-S PY - 2024/// CY - India PB - G K Publications KW - Machine learning KW - Classical programming KW - Regression models KW - Deriving data KW - Python programming N1 - This book provides a hands on approach with live examples to machine learning written for engineers, college students in their second or third year as well as for professionals, faculty members who want to learn this exciting field on their own. The book focuses on explaining concepts of machine learning, which are important in applications. Some theoretical aspects are covered, to give enough intuition on how machine learning works, but without too much detail which can get a first-time student bogged down. Features: A comprehensive approach to Machine Learning makes the book accessible to self-learning faculty members, professionals and college students. Numerous practical tips and Appendices on Basic Maths and Python Programming Step by step hands-on exercises to help illustrate the concepts presented Multiple choice questions with scoring (available online) for a quick test of the understanding of concepts and a set of complementary videos after each chapter with QR code ER -