{"product_id":"9781611976366-mathematics-of-data-science","title":"Mathematics of Data Science","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eA Computational Approach to Clustering and Classification\u003cbr\u003eProvides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth understanding of the mathematics powering these algorithms gives insight into the underlying data. It presents a step-by-step derivation of these algorithms.\u003cbr\u003eThis textbook provides a solid mathematical basis for understanding popular data science algorithms for clustering and classification and shows that an in-depth understanding of the mathematics powering these algorithms gives insight into the underlying data. It presents a step-by-step derivation of these algorithms, outlining their implementation from scratch in a computationally sound way.\u003cbr\u003e\u003cbr\u003e\u003ci\u003eMathematics of Data Science: A Computational Approach to Clustering and Classification\u003c\/i\u003e\u003cul\u003e\n\u003cli\u003eproposes different ways of visualizing high-dimensional data to unveil hidden internal structures, and\u003c\/li\u003e\n\u003cli\u003e\n\u003c\/li\u003e\n\u003cli\u003eincludes graphical explanations and computed examples using publicly available data sets in nearly every chapter to highlight  similarities and differences among the algorithms.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55305024668022,"sku":"9781611976366","price":55.14,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_35455049.jpg?v=1758101865","url":"https:\/\/www.rarewaves.com\/products\/9781611976366-mathematics-of-data-science","provider":"Rarewaves.com","version":"1.0","type":"link"}