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R-Programming by analytica The Analytica
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R-Programming By Analytica

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Course at a Glance
  • English Language
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About Course

R programming course provides you a comprehensive module towards R programming and its packages. The course will take you through basic R programming to the complex problem solving using R

About Institute

Analytica is a leading research and Analytics Skill Building company in India, with focus on quality training across the diversified groups of students and professionals. It is an initiative by highly qualified pool of professionals, with a passion to impart high level training and business oriented analytics solution. At Analytica, we train individuals from diverse fields of education and professionals working at different levels of various domains. The training pedagogy involves understanding the concepts of Analytics/SAS/Excel from a business perspective and implementing these concepts with an acute degree of accuracy to find the most logical and profitable solution to the problems/case studies.

Instructors
Course Structure

1. Introduction to the R language:
• SAS versus R
• R, S, and S-plus
• Obtaining and managing R
• Objects - types of objects, classes, creating and accessing objects
• Arithmetic and matrix operations
• Introduction to functions

2. More details on working with R
• Reading and writing data
• R libraries
• Functions and R programming
– the if statement
– looping: for, repeat, while
– writing functions
– function arguments and options

3. Graphics
• Basic plotting
• Manipulating the plotting window
• Advanced plotting using lattice library
• Saving plots

4. Advanced R
• Extensions of topics discussed in lectures 1, 2 and 3 based on a course survey
• Data management (importing, subsetting, merging, new variables, missing data etc.)
• Plotting
• Loops and functions


5. Data Mining With R
• CRISP DM
• Data Collection and Formats
• Data Cleaning Techniques
• Data Preparation
• R scripting for data cleaning

6. Standard statistical models in R
• Model formulae and model options
• Output and extraction from fitted models
• Models considered:
• Linear regression: lm()
• Logistic regression: glm()

 

For Whom

R is an essential tool for any data scientist these days. So any one who is pursuing career into data analytics, should have this tool covered. R being a robust tool, is most sought after programming skill these days. R combined with statistical analysis is the most requisite expertise that one should have.

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Academic Profile
  • Online Tests Yes
  • Video Classes No
  • Study Content No
  • Class Hand Outs Yes
Participants
Deepthi Raju Deepthi Raju
Call us on India +91 9618192305

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