Read Just Enough R!: An Interactive Approach to Machine Learning and Analytics

Just Enough R!: An Interactive Approach to Machine Learning and Analytics

Richard J Roiger

4.9/5 (25622 ratings)

Description:Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called seeing then doing as it first gives step-by-step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided, allowing the reader to execute the scripts as they study the explanations given in the text. FeaturesGets you quickly using R as a problem-solving toolUses RStudio's integrated development environmentShows how to interface R with SQLiteIncludes examples using R's Rattle graphical user interfaceRequires no prior knowledge of R, machine learning, or computer programmingOffers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and againCovers the most popular machine learning techniques, including ensemble-based methods and logistic regressionIncludes end-of-chapter exercises, many of which can be solved by modifying existing scriptsIncludes datasets from several areas, including business, health and medicine, and science About the AuthorRichard J. Roiger is a professor emeritus at Minnesota State University, Mankato, where he taught and performed research in the Computer and Information Science Department for over 30 years.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 Just Enough R!: An Interactive Approach to Machine Learning and Analytics. To get started finding Just Enough R!: An Interactive Approach to Machine Learning and Analytics, 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.

Pages: 346

Format: PDF, EPUB & Kindle Edition

Publisher: CRC Press

Release: 2020

ISBN: 1000073505

Description: Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called seeing then doing as it first gives step-by-step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided, allowing the reader to execute the scripts as they study the explanations given in the text. FeaturesGets you quickly using R as a problem-solving toolUses RStudio's integrated development environmentShows how to interface R with SQLiteIncludes examples using R's Rattle graphical user interfaceRequires no prior knowledge of R, machine learning, or computer programmingOffers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and againCovers the most popular machine learning techniques, including ensemble-based methods and logistic regressionIncludes end-of-chapter exercises, many of which can be solved by modifying existing scriptsIncludes datasets from several areas, including business, health and medicine, and science About the AuthorRichard J. Roiger is a professor emeritus at Minnesota State University, Mankato, where he taught and performed research in the Computer and Information Science Department for over 30 years.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 Just Enough R!: An Interactive Approach to Machine Learning and Analytics. To get started finding Just Enough R!: An Interactive Approach to Machine Learning and Analytics, 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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Just Enough R!: An Interactive Approach to Machine Learning and Analytics

Just Enough R!: An Interactive Approach to Machine Learning and Analytics

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