{"product_id":"machine-learning-evaluation-towards-reliable-and-responsible-ai-9781316518861","title":"Machine Learning Evaluation: Towards Reliable and Responsible AI","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 426 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 21 November 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Cambridge University Press\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis accessible, comprehensive guide is aimed at students, practitioners, engineers, and users. The emphasis is on building robust, responsible machine learning products incorporating meaningful metrics, rigorous statistical analysis, fair training sets, and explainability. Implementations in Python and sklearn are available on the book's website.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 949g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 244 x 170 x 24 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781316518861\u003c\/p\u003e","brand":"NathalieJapkowicz,ZoisBoukouvalas","offers":[{"title":"Hardback","offer_id":46886178455802,"sku":"9781316518861","price":57.11,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1732303592385_book.jpg?v=1732346057","url":"https:\/\/shulphink.com\/products\/machine-learning-evaluation-towards-reliable-and-responsible-ai-9781316518861","provider":"Shulph Ink","version":"1.0","type":"link"}