Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

Name: Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization
Brand: Taylor & Francis Ltd
SKU: 9781032041032
Price: 12600 KES
Availability: OutOfStock
ISBN: 9781032041032

by Anveshrithaa Sundareswaran , B.K. Tripathy , Shrusti Ghela

Book Details

Format Paperback / softback

ISBN-10 103204103X

ISBN-13 9781032041032

Publisher Taylor & Francis Ltd

Imprint CRC Press

Country of Manufacture GB

Country of Publication GB

Publication Date Sep 25th, 2023

Print length 160 Pages

Weight 453 grams

Product Classification: Econometrics Econometrics and economic statistics Econometrics and economic statistics Economic statistics Probability & statistics Probability and statistics Electrical engineering Automatic control engineering Databases Databases / Data management Data capture & analysis Data capture and analysis Data mining Computer science Mathematical theory of computation Machine learning

KSh 12,600.00

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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.

Get Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization by Anveshrithaa Sundareswaran, B.K. Tripathy at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Taylor & Francis Ltd and it has 160 pages.