{"product_id":"mathematics-for-machine-learning-and-randhir-singh-baghel-9786208446475","title":"Mathematics for Machine Learning and AI","description":"Mathematics for Machine Learning and AI provides a foundational and practical understanding of the core mathematical concepts that underpin modern artificial intelligence systems. It covers essential topics such as linear algebra, calculus, probability theory, statistics, optimization, and discrete mathematics, all tailored to their applications in machine learning and AI. This book bridges the gap between mathematical theory and practical implementation, making complex topics accessible through clear explanations, real-world examples, and hands-on problem-solving. Readers will learn how eigenvalues, gradients, probability distributions, and optimization algorithms drive intelligent systems-from neural networks and decision trees to deep learning and reinforcement learning. Designed for students, educators, and professionals, the book balances theoretical rigor with intuitive insights, offering both the mathematical depth and applied knowledge needed to excel in the evolving fields of data science, AI, and machine learning.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Randhir Singh Baghel\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 6208446473\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9786208446475\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e LAP Lambert Academic Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/13\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 104\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.33lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.25d","brand":"Randhir Singh Baghel","offers":[{"title":"Paperback","offer_id":47637425029375,"sku":"9786208446475","price":71.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a514b8f9-1f67-49e6-86e5-d5402a9ff0c4.jpg?v=1765116132","url":"https:\/\/www.whiterainbookhouse.com\/products\/mathematics-for-machine-learning-and-randhir-singh-baghel-9786208446475","provider":"WR Book House","version":"1.0","type":"link"}