2 DAY WORKSHOP IN DATA ANALYTICS USING R

2,950.00

 

Next workshop: 28/07/2018 – 29/07/2018 Intended audience: College students and working professionals

Objectives:

  • To introduce participants to the fundamentals of data analytics using R.
  • A case study methodology is adopted to reinforce the basics and teach first-level data science algorithms.

Learning Outcomes:

The participants will be able to

  • use the R tool
  • perform exploratory data analysis
  • visualize data
  • develop an appreciation for basic machine learning algorithms


25 in stock

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Description

 

Day – 1

 

  • Introduction to Basics of R/RStudio
  • Opening, creating and managing R/RStudio workspace
    • Opening R/RStudio environment
    • Different working windows of R/RStudio environment and their uses
    • Creating finles
    • Executing pieces of code
    • Commenting
    • Printing
    • Saving
  • Basics of programming
    • Introduction to naming conventions in R/RStudio
    • Basic data types
    • Objects in R/RStudio
      • Vectors
      • Lists
      • Data frames
      • Matrices
 

  • Data wrangling
  • Data acquisition – reading file
    • Comma separated
    • Tab-delimited files
    • Excels files
  • Exploratory data analysis
    • Tabulation
    • Cross table
    • Visualization of data – scatter plot, line plot, box plot, bar chart, histogram
  • Control structures
    • if else family
    • for
    • while
  • Functions and vectorized functions
Day – 2
  • Statistical Modelling – case study-oriented approach

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