{"product_id":"understanding-complex-datasets-taylor-francis-inc-9781584888321-data-mining-with-matrix-decompositions-david-b-skillicorn-david-skillicorn","title":"Understanding Complex Datasets","description":"\u003cp\u003eDelve into the intricacies of data mining with \u003cstrong\u003eUnderstanding Complex Datasets\u003c\/strong\u003e by \u003cstrong\u003eDavid B. Skillicorn\u003c\/strong\u003e, published by \u003cstrong\u003eTaylor \u0026amp; Francis Inc\u003c\/strong\u003e in 2007. This insightful hardback edition spans \u003cstrong\u003e266 pages\u003c\/strong\u003e and provides a comprehensive examination of the essential mechanics and applications of data mining. \u003c\/p\u003e \u003cp\u003eThe book systematically unpacks various matrix decompositions, including singular value decomposition, semidiscrete analysis, and independent component analysis, while also introducing non-negative matrix factorization and tensors. In addition, it addresses key theoretical and algorithmic challenges associated with matrix decomposition techniques. \u003c\/p\u003e \u003cp\u003eWhether you're a data professional, researcher, or student, \u003cem\u003eUnderstanding Complex Datasets\u003c\/em\u003e equips you with the knowledge and skills necessary to explore and utilize sophisticated datasets effectively. Enhance your understanding of data structures and algorithms with this essential resource.\u003c\/p\u003e","brand":"David B. Skillicorn, David Skillicorn","offers":[{"title":"Default Title","offer_id":52225436483926,"sku":"9781584888321","price":115.18,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9781584888321.jpg?v=1767739050","url":"https:\/\/www.bookshop.lv\/products\/understanding-complex-datasets-taylor-francis-inc-9781584888321-data-mining-with-matrix-decompositions-david-b-skillicorn-david-skillicorn","provider":"Bookshop","version":"1.0","type":"link"}