{"product_id":"essential-math-for-ai-hala-nelson","title":"Essential Math for AI: Next-Level Mathematics for Efficient  and Successful AI Systems – 1st Edition by Hala Nelson","description":"\u003cp\u003eEssential Math for AI: Next-Level Mathematics for Efficient \u003cbr\u003eand Successful AI Systems – 1st Edition\u003cbr\u003eBy Hala Nelson | O'Reilly Media | 2023\u003c\/p\u003e\n\u003cp\u003eThe definitive mathematics guide for AI — written by \u003cbr\u003eDr. Hala Nelson, Professor of Mathematics and Ph.D. \u003cbr\u003efrom NYU. No heavy theorems, no proofs, no coding — \u003cbr\u003ejust clear, practical math that powers real AI systems.\u003c\/p\u003e\n\u003cp\u003eWhat You Will Learn:\u003cbr\u003e- Mathematical foundations of AI and machine learning\u003cbr\u003e- Regression, neural networks, optimization and \u003cbr\u003e  backpropagation\u003cbr\u003e- Convolution, Markov chains and random graphs\u003cbr\u003e- Generative adversarial networks and large random matrices\u003cbr\u003e- Mathematical logic and optimal control\u003cbr\u003e- Real-world applications in computer vision and \u003cbr\u003e  natural language processing\u003c\/p\u003e\n\u003cp\u003ePerfect For:\u003cbr\u003e- Engineers and data scientists entering AI\u003cbr\u003e- Machine learning practitioners brushing up on math\u003cbr\u003e- Students in computer science, data science \u003cbr\u003e  and engineering\u003cbr\u003e- Managers wanting deeper understanding of AI models\u003c\/p\u003e","brand":"Bookbeen","offers":[{"title":"Paperback","offer_id":52435948896565,"sku":null,"price":1199.0,"currency_code":"PKR","in_stock":true},{"title":"B5","offer_id":52435948929333,"sku":null,"price":1799.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0972\/1731\/5125\/files\/Bookbeen_7_bafb4f17-5111-4813-8d04-7ab92c006f4b.png?v=1773418805","url":"https:\/\/bookbeen.com\/products\/essential-math-for-ai-hala-nelson","provider":"Bookbeen","version":"1.0","type":"link"}