{"product_id":"9789386819475","title":"Introduction to Data Science Using R","description":"The book contains information not established in traditional statistical, R Programming, or computer science textbooks. The book takes one through basic statistics concepts and basic programming skills and in my view this is the most important information you will need for a career in data science. The book shows how data science is distinct from related fields and the value it brings to organizations using big data. \u003cbr\u003e\u003cb\u003e\u003cu\u003eThis book has three components:\u003c\/u\u003e\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e1.\u003c\/b\u003e An overview of what data science is and how it relates to other disciplines\u003cbr\u003e\u003cb\u003e2.\u003c\/b\u003e Technical applications of the machine learning algorithms to discover and predict\u003cbr\u003e\u003cb\u003e3.\u003c\/b\u003e Practical R Programming to practice for practicing and aspiring data scientists using R Package. \u003cbr\u003e\u003cb\u003e\u003cu\u003eWhat This Book Covers:\u003c\/u\u003e\u003c\/b\u003e\u003cbr\u003eThe books explains why Data science is important taking relevant examples from different domains and explains statistical concepts and machine learning concepts. Then using basic statistical and mathematical concepts  an approach is taken to input basic command in R to gets hands on experience with using the R programming Package for practical understanding. Another important part is case studies. Some have a statistical\/machine learning flair, some have more of a business\/decision science or operations research flair, and some have more of a data engineering flair. \u003cbr\u003e“The book serves as a good introductory frame work for data science. It covers the basic concepts related to data science in a simple and lucid manner that will help the reader absorb the concepts easily. The reader can also practice the examples using R. Presentation of basic R commands will help the reader to start experimenting with R. Overall the book presents a good introduction to data science and its applications.” \u003cbr\u003eDr. D. V. Srinivas Kumar,\u003cbr\u003eAssisstant Professor,\u003cbr\u003eSchool of Management Studies,\u003cbr\u003eUniversity of Hyderabad.\u003cbr\u003e\u003cu\u003e\u003cb\u003eContents:\u003c\/b\u003e\u003c\/u\u003e\u003cbr\u003e\u003cb\u003e1.\u003c\/b\u003e Data Science: Key Concepts \u003cb\u003e2.\u003c\/b\u003e Spotting Signals: An Overview \u003cb\u003e3.\u003c\/b\u003e Problem based Analysis \u003cb\u003e4.\u003c\/b\u003e Bivariate Analysis \u003cb\u003e5.\u003c\/b\u003e Visual Constructs \u003cb\u003e6.\u003c\/b\u003e Business Story Telling using R \u003cb\u003e7.\u003c\/b\u003e Exploratory Data Analysis Case Study \u003cb\u003e8.\u003c\/b\u003e Machine Learning in Action \u003cb\u003e9.\u003c\/b\u003e Regression \u003cb\u003e10.\u003c\/b\u003e Dimensionality Reduction Technique\u003cbr\u003e\u003cb\u003e\u003cu\u003eAbout the Author:\u003c\/u\u003e\u003c\/b\u003e\u003cb\u003e\u003cu\u003e \u003c\/u\u003e\u003c\/b\u003e\u003cbr\u003eBefore taking on the assignment to write this book, Prema Alla trainedprofessionals and undertook consultancy work, working closely withAR Solutions Inc, 3 Executive Drive, Suite 351 Somerset NJ 08873.I wish to thank Derick Jose, who guided and mentored me through the whole process of writing this book. ","brand":"BSP BOOKS","offers":[{"title":"Default Title","offer_id":46577868275953,"sku":"9789386819475","price":60.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9789386819475_p0.jpg?v=1766015631","url":"https:\/\/shop.barnesandnoble.com\/products\/9789386819475","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}