English | November 17, 2018 | ISBN: 1729017452 | 266 Pages | PDF | 7.84 MB
A Step By Step Guide with Visual Illustrations and ExamplesThe Data Science field is expected to continue growing rapidly over the next several years and Data Scientist is consistently rated as a top career.Data Science with R gives you the necessary theoretical background to start your Data Science journey and shows you how to apply the R programming language through practical examples in order to extract valuable knowledge from data. Professor Andrew Oleksy guides you through all important concepts of data science including the R programming language, Data Mining, Clustering, Classification and Prediction, Hadoop framework and more.
Table of ContentsIntroduction to Data Mining Data ScienceKnowledge Discovery in Databases (KDD)Model TypesExamples and CounterexamplesClassification of Data Mining methodsApplicationsChallengesThe R Programming LanguageBasic Concepts, Definitions and NotationsTool Installation