Acharya, Seema

Data analytics using R - Chennai McGraw Hill Education 2018 - xxiii, 555p. | Binding - Paperback | 24.2*18.5 cm

This book is aimed at undergraduate students of computerscience and engineering. The book will be useful companion for IT professionalsto data analysts and decision makers responsible for driving strategicinitiatives, and management graduates and business analysts, engaged inself-study.

This book by Acharya unleashes the power of R as astatistical data analytics and visualization tool and introduces the learnersto several data mining algorithms and chart forms / visualizations. It has goodemphasis on ‘asking the right questions’.
CONTENT:
Chapter 1 Introduction to R

Chapter 2 Getting Started with R

Chapter 3 Loading and Handling Data in R

Chapter 4 Exploring Data in R

Chapter 5 Linear Regression using R

Chapter 6 Logistic Regression

Chapter 7 Decision Tree

Chapter 8 Time Series in R

Chapter 9 Clustering

Chapter 10 Association Rules

Chapter 11 Text Mining

Chapter 12 Parallel Computing with R

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Computer Engineering

006.312 / ACH