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Machine Learning with R, tidyverse, and mlr teaches readers how to gain valuable insights from their data using the powerful R programming language. In his engaging and informal style, author and R expert Hefin Ioan Rhys lays a firm foundation of ML basics and introduces readers to the tidyverse, a powerful set of R tools designed specifically for practical data science. Key Features · Commonly used ML techniques · Using the tidyverse packages to organize and plot your data · Validating model performance · Choosing the best ML model for your task · A variety of hands-on coding exercises · ML best practices For readers with basic programming skills in R, Python, or another standard programming language. About the technology Machine learning techniques accurately and efficiently identify patterns and relationships in data and use those models to make predictions about new data. ML techniques can work on even relatively small datasets, making these skills a powerful
Stabilt pris
Som normalt
Sällan rea
Författare
Hefin Rhys
Förlag
Manning
Utgivningsår
2020
Sidantal
511
Språk
Engelska
Fysiska detaljer
illustrations
Dewey
006.3
ISBN
9781617296574
Inga erbjudanden tillgängliga just nu.
Machine Learning with R, tidyverse, and mlr teaches readers how to gain valuable insights from their data using the powerful R programming language. In his engaging and informal style, author and R expert Hefin Ioan Rhys lays a firm foundation of ML basics and introduces readers to the tidyverse, a powerful set of R tools designed specifically for practical data science. Key Features · Commonly used ML techniques · Using the tidyverse packages to organize and plot your data · Validating model performance · Choosing the best ML model for your task · A variety of hands-on coding exercises · ML best practices For readers with basic programming skills in R, Python, or another standard programming language. About the technology Machine learning techniques accurately and efficiently identify patterns and relationships in data and use those models to make predictions about new data. ML techniques can work on even relatively small datasets, making these skills a powerful
Stabilt pris
Som normalt
Sällan rea
Författare
Hefin Rhys
Förlag
Manning
Utgivningsår
2020
Sidantal
511
Språk
Engelska
Fysiska detaljer
illustrations
Dewey
006.3
ISBN
9781617296574
ISBN 9781617296574 jämförs hos alla butiker
Machine Learning with R, tidyverse, and mlr teaches readers how to gain valuable insights from their data using the powerful R programming language. In his engaging and informal style, author and R expert Hefin Ioan Rhys lays a firm foundation of ML basics and introduces readers to the tidyverse, a powerful set of R tools designed specifically for practical data science. Key Features · Commonly used ML techniques · Using the tidyverse packages to organize and plot your data · Validating model performance · Choosing the best ML model for your task · A variety of hands-on coding exercises · ML best practices For readers with basic programming skills in R, Python, or another standard programming language. About the technology Machine learning techniques accurately and efficiently identify patterns and relationships in data and use those models to make predictions about new data. ML techniques can work on even relatively small datasets, making these skills a powerful
Stabilt pris
Som normalt
Sällan rea
Författare
Hefin Rhys
Förlag
Manning
Utgivningsår
2020
Sidantal
511
Språk
Engelska
ISBN
9781617296574