{"product_id":"9781316519509","title":"Introduction to Machine Learning : From Math to Code","description":"\u003cp\u003eExplore how and why machine learning algorithms work with this self-contained, hands-on textbook for senior undergraduate and graduate students. Using Matlab and Python, it includes over 85 worked examples demonstrating how to implement algorithms, and over 75 end-of-chapter problems empowering students to develop their own code.\u003c\/p\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":48229212160235,"sku":"00000_00000_00000_00000","price":173.96,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781316519509-1.jpg?v=1781675480","url":"https:\/\/kinokuniya.com.sg\/products\/9781316519509","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}