{"product_id":"9781107057135","title":"Understanding Machine Learning : From Theory to Algorithms","description":"\u003cp\u003eMachine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the 'hows' and 'whys' of machine-learning algorithms, making the field accessible to both students and practitioners.\u003c\/p\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":48711216955627,"sku":"00000_00000_00000_00000","price":137.34,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781107057135-1.jpg?v=1781654223","url":"https:\/\/kinokuniya.com.sg\/products\/9781107057135","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}