By Viswa Viswanathan,Shanthi Viswanathan
ISBN-10: 1783989068
ISBN-13: 9781783989065
Key Features
- Analyse information with ready-to-use and customizable recipes
- Discover handy capabilities to speed-up your paintings and information files
- Explore the best R applications equipped for specialist facts analysis
Book Description
Data research has lately emerged as a crucial concentration for an incredible diversity of enterprises and companies. R makes precise info research more uncomplicated, making complex info exploration and perception obtainable to someone drawn to studying it.
This publication empowers you by means of displaying you the way to exploit R to generate specialist research stories. It offers examples for numerous very important research and machine-learning initiatives for you to attempt with linked and on hand information. The ebook additionally teaches you to speedy adapt the instance code in your personal wishes and shop your self the time had to build code from scratch.
What you are going to learn
- Get facts into your R surroundings and get ready it for analysis
- Perform exploratory information analyses and generate significant visualizations of the data
- Apply a number of machine-learning options for category and regression
- Get your palms round huge facts units with the aid of relief techniques
- Extract styles from time-series information and convey forecasts in accordance with them
- Learn easy methods to extract actionable info from social community data
- Implement geospatial analysis
- Present your research convincingly via reviews and construct an infrastructure to let others to play together with your data
About the Author
Viswa Viswanathan is an affiliate professor of Computing and determination Sciences on the Stillman institution of industrial in Seton corridor collage. After finishing his PhD in synthetic intelligence, Viswa spent a decade in academia after which switched to a management place within the software program for a decade.
Shanthi Viswanathan is an skilled technologist who has added know-how administration and firm structure consulting to many firm consumers. She has labored for Infosys applied sciences, Oracle company, and Accenture. As a expert, Shanthi has helped numerous huge organisations, comparable to Canon, Cisco, Celgene, Amway, Time Warner Cable, and GE between others, in parts comparable to info structure and analytics, grasp info administration, service-oriented structure, company method administration, and modeling.
Table of Contents
- Acquire and get ready the materials – Your Data
- What's in There? – Exploratory facts Analysis
- Where Does It Belong? – Classification
- Give Me a bunch – Regression
- Can You Simplify That? – facts relief Techniques
- Lessons from background – Time sequence Analysis
- It's All approximately Your Connections – Social community Analysis
- Put Your top Foot ahead – record and current Your Analysis
- Work Smarter, now not tougher – effective and chic R Code
- Where on the earth? – Geospatial Analysis
- Playing great – Connecting to different Systems
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Additional info for R Data Analysis Cookbook - More Than 80 Recipes to Help You Deliver Sharp Data Analysis
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R Data Analysis Cookbook - More Than 80 Recipes to Help You Deliver Sharp Data Analysis by Viswa Viswanathan,Shanthi Viswanathan
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