Data Analytics with R Training in Singapore and India

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.

• End to End data science model creation using R
• Basic and Advance data analytics
• Reap insights out of data
• Visualizations using R

• Basic programming background is preferred
• Good to know basic statistics even though it will be part of syllabus

• 21 hours – 3 days

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

Online - Live Instructor Led training 

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

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