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R Programming Fundamentals (3-Day Class)

Class Sessions

Datesort descending Cost
  • Tue Jan 23, 9:00 am to 4:00 pm
  • Wed Jan 24, 9:00 am to 4:00 pm
  • Thu Jan 25, 9:00 am to 4:00 pm
$1,150

Class Code

ITS-2518

Class Description

Learn how to program in R and use it for effective data analysis. This three-day course gives an overview of R, and covers setup, data types, data reshaping, different file types, regression, and more.

Prerequisites

Prior programming experience with an object-oriented language. Familiarity with basic statistics concepts is necessary for the third day of the course.

Class Outline

Day 1

  • Overview
  • Environment Setup
  • Basic Syntax
  • Data Types
  • Variables
  • Operators
  • Decision Making
  • Loops
  • Function
  • Strings
  • Vectors
  • Lists
  • Matrices
  • Arrays
  • Factors
  • Data Frames
  • Packages

Day 2

  • Data Reshaping
  • Csv Files
  • Excel File
  • Binary Files
  • Xml Files
  • Json File
  • Web Data
  • Databases
  • Pie Charts
  • Bar Charts
  • Boxplots
  • Histograms
  • Line Graphs
  • Scatterplots 

Day 3

  • Mean, Median & Mode
  • Linear Regression
  • Multiple Regression
  • Logistic Regression
  • Normal Distribution
  • Binomial Distribution
  • Poisson Regression
  • Analysis Of Covariance
  • Time Series Analysis
  • Nonlinear Least Square
  • Decision Tree
  • Random Forest
  • Survival Analysis
  • Chi Square Test