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SkillsFuture Course - R Statistics Essential Training 

R is the language of big data—a statistical programming language that helps describe, mine, and test relationships between large amounts of data. The trainer will use R to model statistical relationships using graphs, calculations, tests, and other analysis tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate associations, and statistics for three or more variables.

Topics include:

  • Installing R on your computer
  • Using the built-in datasets
  • Importing data
  • Creating bar and pie charts for categorical variables
  • Creating histograms and box plots for quantitative variables
  • Calculating frequencies and descriptives
  • Transforming variables
  • Coding missing data
  • Analyzing by subgroups
  • Creating charts for associations
  • Calculating correlations
  • Creating charts and statistics for three or more variables
  • Creating crosstabs for categorical variables

Outline

Module 1. Getting Started

  • What is R
  • Install R and RStudio
  • Explore RStudio Interface
  • Variables

Module 2. Data Types

  • Numbers 
  • Text
  • Vector
  • Matrix
  • Array 
  • Data Frame
  • Factor 
  • List

Module 3. Packages & Data Sets

  • Packages
  • Data Sets

Module 4. File Input/Output

  • Read data from file
  • Read data from web 
  • Write data to file

Module 5. Charts

  • Scatter Plot
  • Boxplot
  • Bar chart
  • Pie chart
  • Histogram

Module 6. Control Structures

  • Conditional
  • Loop
  • Break & Next
  • Operators

Module 7: Function

  • Function Syntax
  • Function Example
  • Function With Default Arguments

Module 8. Statistical Application of R

  • Basic Statistics 
  • Correlation
  • Linear Regression 
  • Multiple Regression
  • 2 Sample T-Test
  • 1 Sample T-Test
  • ANOVA
  • Clustering

SkillsFuture Credit Applicable for Individual

WDA Training Grant Applicable for Company

Course Code: CRS-N-0031893


For more details, please visit our website at 

https://www.tertiarycourses.com.sg/r-statistics-essential-training-in-singapore.html or contact us at [email protected]

Speaker/s

Ravi Kumar Tiwari got his PhD from NUS (Chemical Engineering) in 2013. After graduation, he worked 3 years as a research scientist in the Institute of High Performance Computing (IHPC). He is currently a big data R data analyst in Rakuten. His core skills are R, big data, Hadoop and machine learning.
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Tertiary Courses Singapore offer many SkillsFuture courses in Singapore. We offers wide range of classroom instructor-led technical training courses for working professionals and executives in Singapore. Many of our courses and trainings are SkillsFuture Approved and eligible for WDA Absentee Payroll Grant.

Our courses include Infocomm, Digital Media, Robotics, Semiconductor,Telecommunication, Life Science, Horticulture Industries , and Business Administration . Below are some of our popular courses

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Tertiary Courses Singapore
170 Upper Bukit Timah Road #05-23, #05-22, #05-19 Bukit Timah Shopping Centre, Singapore, Singapore 588179
96983731
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