{"product_id":"essential-mathematics-for-artificial-intelligence-akansha-bansal-9798289315014","title":"Essential Mathematics for Artificial Intelligence and Machine Learning: From Linear Algebra to Optimisation - Math That Powers ML Models","description":"\u003cp\u003e\u003cb\u003eA Clear, Concise, and Practical Refresher on the Core Math Concepts Behind Modern AI and ML\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAre you diving into the world of artificial intelligence or machine learning, but feel the need to revisit the math that drives it all? This book is your fast-track refresher on the essential mathematical foundations that every AI and ML practitioner needs to understand.\u003c\/p\u003e\u003cp\u003eDesigned for students, data scientists, engineers, and curious professionals, this guide simplifies complex topics without sacrificing depth. Whether you're preparing for a course, brushing up for interviews, or building models from scratch, this reference will strengthen your understanding of the math powering today's intelligent systems.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Akansha Bansal\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798289315014\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/23\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 224\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.67lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.47d","brand":"Akansha Bansal","offers":[{"title":"Paperback","offer_id":47072326516991,"sku":"9798289315014","price":14.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_47ac5bd7-2476-41d5-be34-51fd9afdda59.jpg?v=1753416472","url":"https:\/\/www.whiterainbookhouse.com\/products\/essential-mathematics-for-artificial-intelligence-akansha-bansal-9798289315014","provider":"WR Book House","version":"1.0","type":"link"}