Read Machine Learning: A Concise Introduction

Machine Learning: A Concise Introduction

Steven W. Knox

4.9/5 (22013 ratings)

Description:An introduction to machine learning that includes the fundamental techniques, methods, and applicationsMachine a Concise Introduction offers a comprehensive introduction to the core concepts, approaches, and applications of machine learning. The author--a noted expert in the field--presents a number of problems which machine learning methods can solve, and includes the fundamental ideas and terminology used to describe these problems and their solutions. Various methods for classification, grouped according to how they approach the problem are also presented. The text contains an essential discussion on bias-variance trade-off that helps with an understanding of the design principles behind ensemble methods. Machine a Concise Introduction also includes a variety of ensemble methods and concludes with methods for risk estimation and model selection. This important Includes techniques that can be implemented with knowledge of mid-level programming language Offers opportunities for hands-on experience based on the methods covered in the core material Presents R source code which illustrates how to apply and interpret many of the classification methods Contains useful information for effectively communicating with clients A volume in the popular Wiley Series in Probability and Statistics, Machine a Concise Introduction offers the practical information needed for an understanding of the methods and application of machine learning.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Machine Learning: A Concise Introduction. To get started finding Machine Learning: A Concise Introduction, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Format: PDF, EPUB & Kindle Edition

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ISBN: 1119438985

Description: An introduction to machine learning that includes the fundamental techniques, methods, and applicationsMachine a Concise Introduction offers a comprehensive introduction to the core concepts, approaches, and applications of machine learning. The author--a noted expert in the field--presents a number of problems which machine learning methods can solve, and includes the fundamental ideas and terminology used to describe these problems and their solutions. Various methods for classification, grouped according to how they approach the problem are also presented. The text contains an essential discussion on bias-variance trade-off that helps with an understanding of the design principles behind ensemble methods. Machine a Concise Introduction also includes a variety of ensemble methods and concludes with methods for risk estimation and model selection. This important Includes techniques that can be implemented with knowledge of mid-level programming language Offers opportunities for hands-on experience based on the methods covered in the core material Presents R source code which illustrates how to apply and interpret many of the classification methods Contains useful information for effectively communicating with clients A volume in the popular Wiley Series in Probability and Statistics, Machine a Concise Introduction offers the practical information needed for an understanding of the methods and application of machine learning.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Machine Learning: A Concise Introduction. To get started finding Machine Learning: A Concise Introduction, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Machine Learning: A Concise Introduction

Machine Learning: A Concise Introduction

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