Author: Seema Acharya

Brand: McGraw-Hill Education

Edition: First Edition

Features:

• Data Analytics Using R
• Mcgraw Hill Education
• As a leading global education company, our mission is to partner with educators, learners, and professionals to help them access all the value that education can offer, no matter where their starting points may be

Binding: paperback

Number Of Pages: 580

Release Date: 28-04-2018

Details: Overview:
This book is aimed at undergraduate students of computer science and engineering. The book will be useful companion for IT professionals to data analysts and decision makers responsible for driving strategic initiatives and management graduates and business analysts, engaged in self-study.
This book by Acharya unleashes the power of R as a statistical data analytics and visualization tool and introduces the learners to several data mining algorithms and chart forms/visualizations. It has good emphasis on ‘asking the right questions’.
Salient Features:
Exhaustive coverage includes installation of R and its package, getting accustomed to R interface and R commands, working with data from disparate data sources (csv, JSON, XML, RDBMS etc.), getting conversant with classification, clustering, association rule mining, regression, text mining etc.
12 Case studies namely Insurance Fraud Detection, Customer Insights Analysis, Sales Forecasting, Credit Card spending by Customer groups and helping retailers predict in-store customer traffic
Pedagogical features:
300 plus chapter-end and check your progress questions for self-assessment
200 multiple-choice questions
10 plus hands-on practical exercises
Exhaustive illustrations.

EAN: 9789352605248

Package Dimensions: 9.3 x 5.3 x 1.2 inches

Languages: English