Cambridge Inference and Learning from Data: Foundations Vol 1 - Image 1

£80.32

Cambridge University Press Cambridge Inference and Learning from Data: Foundations Vol 1

Name: Cambridge Inference and Learning from Data: Foundations Vol 1
Brand: Cambridge University Press
Price: 80.32 GBP
Availability: InStock

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Description

Master the mathematical essentials of modern data science with Inference and Learning from Data: Foundations. Published by Cambridge University Press, this first volume of an extraordinary three-volume series provides a comprehensive introduction to the techniques that drive contemporary data-driven learning and inference. Written by a world authority in the field, the text uses an engaging and rigorous style to make complex concepts accessible. This volume focuses on building a strong mathematical base, covering vital topics such as matrix theory, linear algebra, and random variables. It also introduces students to convex optimization and stochastic optimization, establishing the necessary groundwork for practical applications found in subsequent volumes. Designed for students and researchers, the consistent structure helps learners navigate through core topics with clarity. Whether you are studying engineering, telecommunications, or advanced mathematics, this foundational text prepares you for the advanced study of statistical methods and machine learning applications.

Key Features

Comprehensive foundation covering matrix theory, linear algebra, and random variables to prepare students for advanced data-driven learning.

Expertly written by a world authority in the field using a style that is both engaging and mathematically rigorous.

Detailed instruction on convex optimization and stochastic optimization to support modern statistical and mathematical research.

Structured as the first of a three-volume series to ensure a logical progression from theory to practical application.

Provides an accessible introduction to the full spectrum of mathematical techniques used in contemporary inference methods.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1009218123
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Electronics & Communications Engineering > Telecommunications
Domain: Amazon UK
Release Date: 30 November 2022
Listed Since: 09 March 2022

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Cambridge University Press Cambridge Inference and Learning from Data: Foundations Vol 1

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