Koha online

Normal view MARC view ISBD view

Inference and learning from data : Foundations

By: Sayed, Ali H.
Series: Vol. 1.Publisher: Cambridge : Cambridge University Press, 2023Description: li, 1052 p. ; ill., 24 cm.ISBN: 9781009218146.Subject(s): Big data | Statistical methods | Mathematical models | Inference | PrimalDual Methods | Vector Differentiation | Gaussian Distribution | Convex Functions | Lipschitz Conditions | Uniform Sampling | Random ReshufflingDDC classification: 519.54 Summary: Summary:This extraordinary three-volume work provides an accessible, comprehensive introduction to mathematical and statistical techniques for data-driven learning and inference. Ideal for early-career researchers and graduate students across signal processing, machine learning, statistics and data science.
Tags from this library: No tags from this library for this title. Log in to add tags.
Item type Current location Call number Status Date due Barcode
Books 519.54 SAY (Browse shelf) Available 034933

Includes bibliographical references and index.

Summary:This extraordinary three-volume work provides an accessible, comprehensive introduction to mathematical and statistical techniques for data-driven learning and inference. Ideal for early-career researchers and graduate students across signal processing, machine learning, statistics and data science.

There are no comments for this item.

Log in to your account to post a comment.

Powered by Koha