HowtoWriteanArticle

Understanding Machine Learning

Get Book

Author : Shai Shalev-Shwartz
Publisher : Cambridge University Press
File Size : 48,8 Mb
Release : 19 May 2014
ISBN : 9781107057135
Page : 415 pages
Rating : 5/5 (2 users)

Summary: Understanding Machine Learning PDF is a Fantastic Computers book by Shai Shalev-Shwartz. It was published by Cambridge University Press on 19 May 2014. This Book has 415 pages and Available to download in PDF, EPUB and Kindle Format. Read detail book and summary below and click download button to get book file and read directly from your devices.

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Understanding Machine Learning

Author: Shai Shalev-Shwartz,Shai Ben-David
File Size : 41,7 Mb
Category: Computers

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Get Book

Understanding Machine Learning

Author: Shai Shalev-Shwartz,Shai Ben-David
File Size : 51,6 Mb
Category: Computers

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it

Get Book

Understanding Machine Learning

Author: Shai Shalev-Shwartz,Shai Ben-David
File Size : 48,5 Mb
Category: Computers

"Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it

Get Book

Interpretable Machine Learning

Author: Christoph Molnar
File Size : 53,8 Mb
Category: Computers

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision

Get Book

Understanding Deep Learning

Author: Chitta Ranjan, PH D
File Size : 48,9 Mb
Category: Computers

Think of deep learning as an art of cooking. One way to cook is to follow a recipe. But when we learn how the food, the spices, and the fire

Get Book

Mathematics for Machine Learning

Author: Marc Peter Deisenroth,A. Aldo Faisal,Cheng Soon Ong
File Size : 47,9 Mb
Category: Computers

Distills key concepts from linear algebra, geometry, matrices, calculus, optimization, probability and statistics that are used in machine learning.

Get Book

The Principles of Deep Learning Theory

Author: Daniel A. Roberts,Sho Yaida,Boris Hanin
File Size : 41,9 Mb
Category: Computers

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.

Get Book

Grokking Machine Learning

Author: Luis Serrano
File Size : 48,9 Mb
Category: Computers

Grokking Machine Learning presents machine learning algorithms and techniques in a way that anyone can understand. This book skips the confused academic jargon and offers clear explanations that require only

Get Book

Foundations of Machine Learning second edition

Author: Mehryar Mohri,Afshin Rostamizadeh,Ameet Talwalkar
File Size : 54,8 Mb
Category: Computers

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve

Get Book

Machine Learning

Author: Sergios Theodoridis
File Size : 47,5 Mb
Category: Computers

Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts

Get Book

Multimodal Scene Understanding

Author: Michael Yang,Bodo Rosenhahn,Vittorio Murino
File Size : 43,9 Mb
Category: Computers

Multimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, with a focus on computer vision and photogrammetry. It provides the latest algorithms and applications that

Get Book

Feature Learning and Understanding

Author: Haitao Zhao,Zhihui Lai,Henry Leung,Xianyi Zhang
File Size : 52,5 Mb
Category: Computers

This book covers the essential concepts and strategies within traditional and cutting-edge feature learning methods thru both theoretical analysis and case studies. Good features give good models and it is

Get Book

Applied Deep Learning

Author: Umberto Michelucci
File Size : 46,6 Mb
Category: Computers

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural

Get Book

Learn Data Mining Through Excel

Author: Hong Zhou
File Size : 44,9 Mb
Category: Computers

Use popular data mining techniques in Microsoft Excel to better understand machine learning methods. Software tools and programming language packages take data input and deliver data mining results directly, presenting

Get Book

Deep Learning

Author: Ian Goodfellow,Yoshua Bengio,Aaron Courville
File Size : 41,7 Mb
Category: Computers

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in

Get Book