Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization by Tripathy, B. K.

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization (Paperback) (ISBN-13: 9781032041032)

Vendor: B. K. Tripathy
Product type: Books
Format: Paperback
$89.99
$89.99
$89.99
Subtotal: $89.99
Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization by Tripathy, B. K.

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

$89.99
Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization by Tripathy, B. K.

Unsupervised Learning Approaches for Dimensionality Reduction and Data Visualization

$89.99
Format: Paperback
Description
Description
x
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.

Author: B. K. Tripathy,Anveshrithaa Sundareswaran,Shrusti Ghela
ISBN-10: 103204103X
ISBN-13: 9781032041032
Publisher: CRC Press
Language: English
Published: 09/25/2023
Pages: 160
Format: Paperback
Weight: 0.56lbs
Size: 9.21h x 6.14w x 0.38d
By B. K. Tripathy
By B. K. Tripathy
x
B.K. Tripathy, Anveshrithaa Sundareswaran, Shrusti Ghela

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