{"product_id":"fundamentals-of-data-analytics-rudolf-mathar-9783030568306","title":"Fundamentals of Data Analytics: With a View to Machine Learning","description":"\u003cp\u003eThis book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are derived as powerful tools. The methodological overlap between data science and machine learning is emphasized by demonstrating how data science is used for classification as well as supervised and unsupervised learning.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 303056830X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030568306\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/16\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 127\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.83lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.38d","brand":"Rudolf Mathar","offers":[{"title":"Hardcover","offer_id":46881173078271,"sku":"9783030568306","price":99.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f031728b-5f33-4b8b-8d49-9dd1e3c3934d.jpg?v=1747970895","url":"https:\/\/www.whiterainbookhouse.com\/products\/fundamentals-of-data-analytics-rudolf-mathar-9783030568306","provider":"WR Book House","version":"1.0","type":"link"}