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Price: 3421.00 RUB
Product: Machine Learning: Foundations by Sergey Igorevich Nikolenko
Machine learning has become synonymous with artificial intelligence, permeating countless aspects of modern life and standing as a cornerstone of contemporary science. This book serves as a comprehensive guide to the core ideas of machine learning, tracing how key methods emerge from fundamental principles of probability theory. Readers journey from Bayes' theorem to generalized linear models, gaining familiarity with the foundational pillars of modern AI.
Packed with engaging case studies and practical examples, the book tackles complex concepts through real-world applications—from analyzing retrospective scientific research to exploring the "hot hand" effect in basketball. It also includes a wealth of interesting problems designed to deepen understanding. Priced at 3421.00 RUR, this volume is suitable as a foundation for introductory courses in machine learning, offering a structured path from theory to application.