MACHINE LEARNING : A BAYESIAN AND OPTIMIZATION PERSPECTIVE, 2ND EDITION

Name: MACHINE LEARNING : A BAYESIAN AND OPTIMIZATION PERSPECTIVE, 2ND EDITION
SKU: 9780128188033
Availability: InStock

SKU: 9780128188033

Original price was: ₹9,345.00.Current price is: ₹8,410.50.

Discover the latest in machine learning with “Machine Learning: A Bayesian and Optimization Perspective, 2nd Edition” from The Bookish Owl. This comprehensive guide offers a unified view of regression and classification, building from fundamental methods like least squares and logistic regression to advanced topics. Explore sparse modeling, kernel methods, support vector machines, Bayesian inference, Monte Carlo, and probabilistic graphical models. Dive deep into neural networks and deep learning, including recent breakthroughs in architectures and optimization. With a strong focus on physical reasoning, mathematical rigor, and practical examples in MATLAB and Python, this book is an essential resource for students and researchers. Perfect for courses in pattern recognition, statistical learning, deep learning, and more.

5 in stock

Category: Higher Education Textbooks Tag: Sergios Theodoridis