{"product_id":"unsupervised-learning-approaches-for-dimensionality-b-k-tripathy-9781032041032","title":"Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization","description":"This book describes algorithms like Locally Linear Embedding, Laplacian eigenmaps, Semidefinite Embedding, t-SNE to resolve the problem of dimensionality reduction in case of non-linear relationships within the data. Underlying mathematical concepts, derivations, proofs, strengths and limitations of these algorithms are discussed as well.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e B. K. Tripathy,Anveshrithaa Sundareswaran,Shrusti Ghela\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 103204103X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032041032\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/25\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 160\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.56lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.38d","brand":"B. K. Tripathy","offers":[{"title":"Paperback","offer_id":48443885486335,"sku":"9781032041032","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2139fa22-e671-483e-ad28-1f92b1be7956.jpg?v=1777208533","url":"https:\/\/www.whiterainbookhouse.com\/products\/unsupervised-learning-approaches-for-dimensionality-b-k-tripathy-9781032041032","provider":"WR Book House","version":"1.0","type":"link"}