Certified R Programmer for Data Science

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Overview

R is a programming language that is well-known for its power in statistical computing. The use of R in Data Science enables insights from data to be extracted, and these insights allow companies to get ahead of their competitors. This course provides an introduction to the fundamentals of R language, with a specific focus on how it can be used in Data Science.

You’ll gain knowledge on how to gather data, and what you can do with it, starting from reading and cleansing, to manipulation and visualisation. You’ll also be exposed to a wide range of topics including Big Data and data analytics lifecycle, exploratory data analysis and Shiny R package.

Who Should Attend

This workshop is intended for individuals who are interested in learning Data Science, or who want to begin their career as a data scientist.

Prerequisites

All participants should have a basic statistical knowledge with some experience in programming but no specific language is required for this course.

Course Outline

  • Introduction to Big Data Analytics
  • Data Analytics Lifecycle
  • Basic Programming Terminologies
  • Getting Started with R
  • Data Types in R
  • Control Structures and Functions in R
  • Dealing with Date and Time in R
  • Data Gathering
  • Data Cleansing and Exploration
  • Simulation and Profiling
  • Data Visualisation
  • Getting Deeper into Data Visualisation
  • Creating Graphs with ggplot
  • Advance Graphs in ggplot
  • Shiny R Package

Course Summary

Class Duration
40 Hrs (2 ½ months)
Faculty
Technology
Level
Advance
Entry Requirements
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We show our students that there are no barriers to their success. There are opportunities waiting for you right here at AIMS because we understand that your ambition will only keep growing. Just like our passion for excellence.

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