{"product_id":"unsupervised-learning-approaches-for-dimensionality-reduction-and-data-visualization-taylor-francis-ltd-9781032041018-b-k-tripathy","title":"Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization","description":"\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"B. K. Tripathy","offers":[{"title":"Default Title","offer_id":52255841091926,"sku":"9781032041018","price":212.19,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9781032041018.jpg?v=1767785294","url":"https:\/\/www.bookshop.lt\/products\/unsupervised-learning-approaches-for-dimensionality-reduction-and-data-visualization-taylor-francis-ltd-9781032041018-b-k-tripathy","provider":"Bookshop","version":"1.0","type":"link"}