{"product_id":"machine-learning-with-r-the-hefin-i-rhys-9781617296574","title":"Machine Learning with R, Tidyverse, and Mlr","description":"\u003cp\u003e\u003ci\u003eMachine Learning with R, tidyverse, and mlr\u003c\/i\u003e teaches readers how to gain valuable insights from their data using the powerful R programming language. \u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eIn 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.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eKey Features\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e- Commonly used ML techniques\u003c\/p\u003e \u003cp\u003e- Using the tidyverse packages to organize and plot your data\u003c\/p\u003e \u003cp\u003e- Validating model performance\u003c\/p\u003e \u003cp\u003e- Choosing the best ML model for your task\u003c\/p\u003e \u003cp\u003e- A variety of hands-on coding exercises\u003c\/p\u003e \u003cp\u003e- ML best practices\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eFor readers with basic programming skills in R, Python, or another standard programming language.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eAbout the technology \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eMachine 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 ally for nearly any data analysis task.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eHefin Ioan Rhysis \u003c\/b\u003ea senior laboratory research scientist in the Flow Cytometry Shared Technology Platform at The Francis Crick Institute. He spent the final year of his PhD program teaching basic R skills at the university. A data science and machine learning enthusiast, he has his own Youtube channel featuring screencast tutorials in R and R Studio.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Hefin Rhys\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1617296570\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781617296574\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/31\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 536\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.40w x 1.40d","brand":"Hefin Rhys","offers":[{"title":"Paperback","offer_id":43983640428799,"sku":"9781617296574","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_d35d7843-ea86-4366-a079-7b53af06e37e.jpg?v=1683267856","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-with-r-the-hefin-i-rhys-9781617296574","provider":"WR Book House","version":"1.0","type":"link"}