{ "item_title" : "Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization", "item_author" : [" B. K. Tripathy", "Anveshrithaa Sundareswaran", "Shrusti Ghela "], "item_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.", "item_img_path" : "https://covers3.booksamillion.com/covers/bam/1/03/204/101/1032041013_b.jpg", "price_data" : { "retail_price" : "249.99", "online_price" : "249.99", "our_price" : "249.99", "club_price" : "249.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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