Description: Further DetailsTitle: Introduction to Machine Learning with RCondition: NewEAN: 9781491976449ISBN: 9781491976449Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 03/31/2018Item Height: 250mmItem Length: 150mmItem Width: 15mmItem Weight: 666gAuthor: Burger ScottLanguage: EnglishSubtitle: Rigorous Mathematical AnalysisDescription: Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles. Using the R programming language, you’ll first start to learn with regression modelling and then move into more advanced topics such as neural networks and tree-based methods. Finally, you’ll delve into the frontier of machine learning, using the caret package in R. Once you develop a familiarity with topics such as the difference between regression and classification models, you’ll be able to solve an array of machine learning problems. Author Scott V. Burger provides several examples to help you build a working knowledge of machine learning. Explore machine learning models, algorithms, and data training Understand machine learning algorithms for supervised and unsupervised cases Examine statistical concepts for designing data for use in models Dive into linear regression models used in business and science Use single-layer and multilayer neural networks for calculating outcomes Look at how tree-based models work, including popular decision trees Get a comprehensive view of the machine learning ecosystem in R Explore the powerhouse of tools available in R’s caret packageCountry/Region of Manufacture: USGenre: Computing & InternetRelease Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Introduction to Machine Learning with R
Title: Introduction to Machine Learning with R
EAN: 9781491976449
ISBN: 9781491976449
Release Date: 03/31/2018
Release Year: 2018
Subtitle: Rigorous Mathematical Analysis
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: 223 Pages
Language: English
Publication Name: Introduction to Machine Learning with R : Rigorous Mathematical Analysis
Publisher: O'reilly Media, Incorporated
Subject: Programming Languages / General, Data Modeling & Design, Data Processing, Databases / Data Mining
Publication Year: 2018
Item Height: 0.6 in
Type: Textbook
Item Weight: 14.2 Oz
Item Length: 9.1 in
Author: Scott V. Burger
Subject Area: Computers
Item Width: 7 in
Format: Trade Paperback
