{"product_id":"introduction-to-machine-learning-algorithms-basic-principles-and-mathematics-9781032725918","title":"Introduction to Machine Learning Algorithms: Basic Principles and Mathematics","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 400 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 09 April 2026\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eMathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 970g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 234 x 156 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032725918\u003c\/p\u003e","brand":"Vinod Kumar Khanna","offers":[{"title":"Hardback","offer_id":48702470488314,"sku":"9781032725918","price":142.8,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1776469541846_book.jpg?v=1776677849","url":"https:\/\/shulphink.com\/products\/introduction-to-machine-learning-algorithms-basic-principles-and-mathematics-9781032725918","provider":"Shulph Ink","version":"1.0","type":"link"}