Foundations of Machine Learning, Hardback - Ameet Talwalkar

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.

Publisher: MIT Press LtdAuthor(s): Yoshua BengioNumber of pages: 256Collection: LeonardoPublication date: 2021Dimensions: 184 x 261 x 22Cover type:...

Algorithmic Aspects of Machine Learning - Ankur Moitra

For graduate students, practitioners, and sophisticated users, this book offers a tutorial approach to the foundations of random matrix theory for ...

The theory of data assimilation and machine learning is introduced in an accessible and pedagogical manner, with a focus on the underlying statisti...

Entropy Randomization in Machine Learning presents a new approach to machine learning - entropy randomization - to obtain optimal solutions under u...

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed...

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Written for introductory distance education courses for preservice or in- service teachers, and for training programs that discuss teaching distant...

Contributor(s): Author: Smart ReadsElon Musk, Stephen Hawking and Bill Gates, have proclaimed Artificial Intelligence as a possible threat in the f...

Reducere. Cloud Computing and Big Data technologies have become the new descriptors of the digital age. The global amount of digital data has increased more ...

This book describes the fundamental concepts of machine learning and deep learning techniques in a healthcare system. The aim of this book is to de...

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and pract...

Written by experts in comparative, developmental, social, cognitive and cultural psychology, this book explains how we learn to value the different...

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Have you been interested in expanding out your programming skills to include artificial intelligence and machine learning, but worry that it is goi...

Reducere. Refuel your AI Models and ML applications with High-Quality Optimization and Search Solutions Key FeaturesComplete coverage on practical implementa...

Publisher: Cengage Learning, IncAuthor(s): Amanda (University of Utah and University of Otago) BaruschNumber of pages: 576Publication date: 2017Dim...

Reducere. DescriptionMACHINE LEARNING (INTELIGENCIA ARTIFICIAL)Este libro es para cualquiera que desee aprender a desarrollar sistemas de Machine Learning. C...

This coherent introduction to machine learning for readers with a background in basic linear algebra, statistics, probability, and programming is s...

Reducere. If You Want to Become a Data Science Master and Learn Python Step-by-Step, This is the Perfect Solution for You.Do you want to learn an extremely c...

Publisher: Springer International Publishing AGAuthor(s): M. Angeles Lopez-JimenezIllustration(s): 345 Illustrations, color; 1 Illustrations, black...

Reducere. Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) ...

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Published by Sinauer Associates, an imprint of Oxford University Press.Publisher: Oxford University Press IncAuthor(s): S. Marc (Michigan State Uni...

For practitioners and students with basic understanding of machine learning or data science, this book explains how to build models or predictive s...

Machine Learning in Healthcare discusses how to build various ML algorithms and how they can be applied to improve healthcare systems. It covers fu...

Publisher: Schiffer Publishing LtdAuthor(s): Deanna TalwalkarIllustration(s): 20 colour illusNumber of pages: 172Publication date: 2022Dimensions: ...

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Reducere. Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different t...

Publisher: Cengage Learning, IncAuthor(s): Debora (United States Naval Academy) KatzNumber of pages: 1424Publication date: 2016Dimensions: 227 x 28...

This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, a...

In today's world, we are increasingly exposed to the words "machine learning" (ML), a term which sounds like a panacea designed to cure all problem...

Reducere. DescriptionArtificial intelligence and machine learning are considered as hot technologies of this century. As these technologies move from researc...