R Programming

Become the First Generation Leader of the R Programming

Apply Now
bannerimage
client-cisco
client-hp
client-ibm
client-infosys
client-lg
client-citrix

Syllabus

General Introduction into the R Ecosystem :

  • > Downloading and installing R
  • >History of R, R packages, CRAN
  • >R community, R-bloggers
  • >Stack Overflow, Coursera, DataCamp
  • >R User Groups & meetups

Demonstration of a Data Analysis Project in R :

  • > Brief Overview on R Coding Tools RStudio
  • >git, Github

R Syntax Basics :

  • >Constants, operators, functions, variables
  • >Random numbers
  • > Vectors and vector indexing
  • >Simple descriptive stats
  • > Loops
  • >Conditional expressions

The Power of R :

  • >Applying PCA on an image for outlier-detection
  • >Visualizing MDS on a distance matrix

A Systematic Introduction into Data Types :

  • >Levels of measurement (nominal, ordinal, interval, ratio scale)
  • > Vector types
  • >data. frame objects, rows and columns, indexing
  • > Characteristics of tidy data

Basic Data Transformations Create new variables in a data. frame :

  • > Filter rows and columns
  • > Merging datasets
  • > Introduction to data. table for More Complex Data Transformations

Filtering and ordering data:

  • >Summaries and aggregates
  • >New variables
  • >Relational data
  • >Joins on Keys
  • >Introduction into fuzzy joins
  • >Transforming wide and long tables

EDA - First Steps with Data Visualization:

  • >Why not Use Pie Charts
  • > Plots outside of Excel: dot chart and violin plot examples
  • > The Grammar of Graphics in R with ggplot2
  • > Using labels for variable names

Introduction to Non-tabular Data Types:

  • > Time-series
  • > Spatial data
  • > Network data
  • >Big Data Problems: What is Big Data
  • > 4V: volume, variety, velocity, veracity
  • >Data Transformations: Converting Numeric Variables into Factors
  • >Date Operations
  • > String Parsing
  • > Geo coding
  • > Dirty Data Problems: missing values
  • > data imputation
  • > duplicates
  • >4 forms of data dates
  • > outliers
  • > spelling

Certification

Executive Program in R Programming

certificate
143000

Happy Clients Our success is Measured by Results.

572000

Projects- Our focus in on Delivering a better content.

12

Years of experience In Imparting Quality Training across Verticals.

38000

Students Placed in Top MNC's

Testimonials

Instructors and Experts

Learn from India's Best leading Faculty and Industry Leaders

Sanjeev

Sanjeev Singh

EXP 18+
team-3

Sameer

EXP 15+
Satwik

Satwik Muthappa

EXP 15+
Mujaheed

Mujaheed

EXP 12+

Contact Us

logo

We offer most Advanced Technologies than any other Computer and Business Training Company. Businesses and Individuals can choose from the course offerings, delivered by experts.

1st Floor, 104, S R Arcade, 6th Cross, Marathahalli, Bangalore - 560037.

info@vepsun.com

+91 90-363-63007

+91 90-353-53007