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Data Analytics with R Training in Singapore and India

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Original price Rs. 174,000.00
Original price Rs. 174,000.00 - Original price Rs. 174,000.00
Original price Rs. 174,000.00
Current price Rs. 135,000.00
Rs. 135,000.00 - Rs. 135,000.00
Current price Rs. 135,000.00
Overview
Data Analytics with R Training by Cloud Enabled Pte Ltd in Singapore and India
Course Summary

This course offers hands-on experience with R and its major features, including installation, data analytics, data science and real time applications. On completion, participants will have a solid foundation for creating enterprise-ready models using R.

Course Objectives
  • End to End data science model creation using R
  • Basic and Advance data analytics
  • Reap insights out of data
  • Visualizations using R
Course Pre- requisites
  • Basic programming background is preferred
  • Good to know basic statistics even though it will be part of syllabus
Course Duration
  • 21 hours – 3 days
Course Outline

MODULE 1: INTRODUCTION TO R 

  • Installing R
  • Basics of Statistics
  • Using R in real world

MODULE 2: CORE PROGRAMMING PRINCIPLES 

  • Types of variables
  • Using Variables
  • Logical Variables and Operators
  • The “While” Loop · Using the console
  • The “For” Loop
  • The “If” statement
  • Law of Large Numbers

MODULE 3: FUNDAMENTALS OF R 

  • What is a Vector?
  • Let’s create some vectors
  • Using the [] brackets
  • Vectorized operations
  • The power of vectorized operations
  • Functions in R
  • Packages in R
  • Financial Statement Analysis

MODULE 4: MATRICES 

  • Project Brief: Basketball Trends
  • Matrices · Building Your First Matrix
  • Naming Dimensions
  • Colnames() and Rownames()
  • Matrix Operations
  • Visualizing With Matplot()
  • Subsetting
  • Visualizing Subsets
  • Creating Your First Function
  • Basketball Insights
  • Basketball Free Throws

MODULE 5: Data Frames

  • Project Brief: Demographic Analysis
  • Importing data into R
  • Exploring your dataset
  • Using the $ sign
  • Basic operations with a Data Frame
  • Filtering a Data Frame
  • Introduction to qplot
  • Visualizing With Qplot: Part I
  • Building Dataframes
  • Merging Data Frames
  • Visualizing With Qplot: Part II
  • World Trends

MODULE 6: ADVANCED VISUALIZATION WITH GGPLOT2 

  • Project Brief: Movie Ratings
  • Grammar Of Graphics – GGPlot2
  • What is a Factor?
  • Aesthetics
  • Plotting With Layers
  • Overriding Aesthetics
  • Mapping vs Setting
  • Histograms and Density Charts
  • Starting Layer Tips
  • Statistical Transformations
  • Using Facets
  • Coordinates
  • Perfecting By Adding Themes
  • Movie Domestic % Gross

MODULE 7: REAL TIME CASE STUDIES

Training Delivery Mode

Online - Live Instructor Led training 

Due to Covid - we dont engage classroom training till situations are ok

Got Questions

Please email to info@thecloudenabled.com and we will be happy to help

This course is designed , developed and delivered by Cloud Enabled Pte Ltd