WSQ - Data Analytics and Visualization with R | WSQ Courses

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R is reliable and useful for research data analysis for many years. R is widely used for research and industry because it provided various statistical tools for analysis.

Tidyverse is a R package that bundles several preprocessed packages that makes data wrangling a lot more easier. Its famous ggplot2 package is most famous for data visualizations and provides aesthetic visualizations that cater to all the data operations.

Course Objectives

  • Learners will be able to apply R data analysis and visualization tools to analyse research data

Learning Outcomes

By end of the course, learners should be able to

  • prepare and transform data for analysis
  • summarise data with descriptive statistics
  • perform quantitative data analysis
  • perform quantitative data analysis
  • perform data visualizations to interpret data

Course Brochure

Download WSQ – Data Analytics and Visualization with R Brochure

Skills Framework

This course follows the guideline of Analysis of Research Data HCE-DAT-4008-1.1 TSC under Healthcare Skills Framework


Two e-certificates will be awarded to trainees who have demonstrated competency in the WSQ assessment and achieved at least 75% attendance.

  • A SkillsFuture WSQ Statement of Attainment (SOA) issued by WSG. Typically will take 3-4 weeks.
  • Certification of Achievement issued by Tertiary Infotech Pte Ltd issued after the class.

WSQ Funding

WSQ funding is only applicable to Singaporeans and PR. Subject to eligibility, the funding support is subjected to funding caps.

Effective for courses starting from 1 Jan 2023
Full Fee GST Nett Fee after Funding (Incl. GST)
Normal MCES / SME
$688 $55.04 $399.04 $261.44

Normal: Singaporean/PR age 21 and above
MCES: Singaporean age 40 and above

WSQ TG Application Form

Eligible individuals and company can apply for WSQ TG. Please login to Skilleto and fill in the required details for grant application. Please click here to submit for WSQ TG

Please do not pay upfront. We will advise you on the eligibility and nett fee after registration. Company sponsored staff are eligible for Absentee Payroll.

After the WSQ subsidy, you can offset the nett fee by the following :

SkillsFuture Enterprise Credit (SFEC)

Eligible Singapore-registered companies can tap on $10000 SFEC to cover out-of-pocket expenses.Click here to submit SkillsFuture Enterprise Credit

SkillsFuture Credit

Eligible Singapore Citizens can use their SkillsFuture Credit to offset course fee payable after funding. Click here for SkillsFuture Credit submission


Eligible Singapore Citizens can use their PSEA funds to offset course fee payable after funding. Click here for ad-hoc PSEA application form.


Eligible NTUC members can apply for 50% cash rebate of the unfunded fee from UTAP, capped at $250 per year. Click here to submit UTAP


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