{"product_id":"mathematics-for-machine-learning-linear-algebra-calculus-probability-statistics-ai-deisenroth-faisal-ong","title":"Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal \u0026 Cheng Soon Ong | Cambridge University Press | Linear Algebra, Calculus, Probability \u0026 Statistics for AI \u0026 Data Science","description":"\u003cp\u003eMathematics for Machine Learning by Cambridge University Press is the ultimate self-contained textbook bridging the gap between high school mathematics and the mathematical knowledge required to truly understand machine learning.\u003c\/p\u003e\n\u003cp\u003e- Covers all essential ML math in one place — Linear Algebra, Analytic Geometry, Matrix Decompositions, Vector Calculus, Optimization, Probability \u0026amp; Statistics\u003cbr\u003e- Derives 4 central ML methods from scratch — Linear Regression, PCA, Gaussian Mixture Models \u0026amp; Support Vector Machines\u003cbr\u003e- Written by DeepMind Chair Marc Peter Deisenroth (UCL), A. Aldo Faisal (Imperial College London) \u0026amp; Cheng Soon Ong (CSIRO\/ANU)\u003cbr\u003e- Praised by Joelle Pineau (McGill \u0026amp; Facebook), Pieter Abbeel (UC Berkeley) \u0026amp; SIAM Review as outstanding\u003cbr\u003e- Perfect for data science students, ML engineers, AI researchers \u0026amp; anyone building solid mathematical foundations for machine learning\u003c\/p\u003e","brand":"Bookbeen","offers":[{"title":"Paperback","offer_id":52456199029045,"sku":null,"price":900.0,"currency_code":"PKR","in_stock":true},{"title":"B5","offer_id":52456199061813,"sku":null,"price":1599.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0972\/1731\/5125\/files\/Bookbeen_1_36e51000-357a-4cfb-8f9f-3f6e17795c12.png?v=1773939022","url":"https:\/\/bookbeen.com\/products\/mathematics-for-machine-learning-linear-algebra-calculus-probability-statistics-ai-deisenroth-faisal-ong","provider":"Bookbeen","version":"1.0","type":"link"}