EncartaLabs

R Analytics

( Duration: 2 Days )

R is a free software programming language and a software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. The striking difference between R and most other statistical packages is that it is free software and that it is maintained by scientists for scientists.

The R Analytics training course will provide concepts and practical approach to the statistical package R which is becoming a industry standard for machine learning and data mining. This course lays the foundation to aspiring data scientists. After completion of the class, Participants will be able to apply statistical techniques to the data and derive meaningful information. The techniques learned in R Analytics course will help in Marketing, Insurance and Financial analysis in various IT organizations. R is currently used in Big data environments as well. This course will provide foundation to the advanced data management techniques.

  • Basic school level – Maths and Statistics knowledge

  • Developers working in Business Intelligence space who are aspiring to become Data scientist, Techno Managers, Business Analysts
  • SAS developers who are trying to migrate to open source technologies
  • Msc Math and/or Statistics students with some programing background aspiring to become data scientist

COURSE AGENDA

1

Data mining using Statistical packages

2

A few concepts before starting

  • How R works
  • Creating, listing and deleting the objects in memory
  • The on-line help
3

Data with R

  • Objects
  • Reading data
  • Saving data
  • Generating data
  • Regular sequences
  • Random sequences
  • Manipulating objects
  • Creating objects
  • Converting objects
  • Operators
  • Accessing the values of an object: the indexing system
  • Accessing the values of an object with names
  • The data editor
  • Arithmetic and simple functions
  • Matrix computation
4

Graphics with R

5

Statistical analyses with R

  • A simple example of analysis of variance
  • Formulae
  • Generic functions
  • GLM
  • E1071
  • KSVM
  • KNN
  • Dimensionality reduction
6

Programming with R in practice

  • Loops and vectorization
  • Writing a program in R
  • Writing your own functions

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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