{"product_id":"just-enough-r-an-interactive-approach-to-machine-learning-and-analytics-paperback","title":"Just Enough R!: An Interactive Approach to Machine Learning and Analytics - Paperback","description":"\u003cp\u003eby \u003cb\u003eRichard J. Roiger\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eJust Enough R! An Interactive Approach to Machine Learning and Analytics\u003c\/em\u003e 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.\u003c\/p\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eGets you quickly using R as a problem-solving tool \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eUses RStudio's integrated development environment \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eShows how to interface R with SQLite \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes examples using R's Rattle graphical user interface\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eRequires no prior knowledge of R, machine learning, or computer programming\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers over 50 scripts written in R, including several problem-solving templates that, with slight modification, can be used again and again\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers the most popular machine learning techniques, including ensemble-based methods and logistic regression \u003c\/li\u003e \u003c\/ul\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes end-of-chapter exercises, many of which can be solved by modifying existing scripts \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes datasets from several areas, including business, health and medicine, and science \u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eAbout the Author\u003c\/p\u003e\u003cp\u003eRichard 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. \u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eRichard J. Roiger\u003c\/strong\u003e is a professor emeritus at Minnesota State University, Mankato where he taught and performed research in the Computer \u0026amp; Information Science Department for 27 years. Dr. Roiger's Ph.D. degree is in Computer \u0026amp; Information Sciences from the University of Minnesota. Dr. Roiger continues to serve as a part-time faculty member teaching courses in data mining, artificial intelligence and research methods. Richard enjoys interacting with his grandchildren, traveling, writing and pursuing his musical talents.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 346\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.7 x 9.9 x 6.9 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 08, 2020\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42710164144191,"sku":"9780367439149","price":100.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/0c159e261d5a112ccbe8423cb53b7e40.webp?v=1765053974","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/just-enough-r-an-interactive-approach-to-machine-learning-and-analytics-paperback","provider":"BBB","version":"1.0","type":"link"}