{"product_id":"9789819696888","title":"Machine Learning: Foundations, Methodologies, and Applications: An Algorithmic Exploration","description":"\u003ch1\u003eMachine Learning: Foundations, Methodologies, and Applications: An Algorithmic Exploration\u003c\/h1\u003e \u003ch2\u003eDeng, Jeremiah D.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp class=\"x_xmsonormal\"\u003e\u003cspan lang=\"EN-NZ\" data-olk-copy-source=\"MessageBody\"\u003eThis textbook offers a comprehensive and accessible introduction to machine learning with the Julia programming language. It bridges mathematical theory and real-world practice, guiding readers through both foundational concepts and advanced algorithms. Covering topics from essential principles like Kullback–Leibler divergence and eigen-analysis to cutting-edge techniques such as deep transfer learning and differential privacy, each chapter delivers clear explanations and detailed algorithmic treatments. Sample code accompanies every major topic, enabling hands-on learning and faster implementation.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"x_MsoNormal\"\u003e\u003cspan lang=\"EN-NZ\"\u003eBy leveraging Julia’s powerful machine learning ecosystem\u003cspan data-olk-copy-source=\"MessageBody\"\u003e—\u003c\/span\u003eincluding libraries such as Flux.jl, MLJ.jl, and more\u003cspan data-olk-copy-source=\"MessageBody\"\u003e—\u003c\/span\u003ethis book empowers readers to build robust, state-of-the-art machine learning models.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"x_MsoNormal\"\u003e\u003cspan lang=\"EN-NZ\"\u003eIdeal for students, researchers, and professionals alike, this textbook is designed for those seeking a solid theoretical foundation in machine learning, along with deep algorithmic insight and practical problem-solving inspiration.\u003c\/span\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-04-17\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789819696888\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-96-9689-5\u003c\/p\u003e \u003cp\u003eDimensions: 279cm x210cm\u003c\/p\u003e \u003cp\u003ePages: 422\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":44309707128972,"sku":"9789819696888","price":71.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819696888.jpg?v=1776885588","url":"https:\/\/lateknightbooks.com\/products\/9789819696888","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}