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What You Will Learn

  • Introduction to Analytics
  • Cleaning & Preparing Data
  • Introduction to Data Warehouse
  • Star Schema and Multi-Dimensional Analysis
  • Introduction to Machine Learning

For more information on course and trainer, please click here.

Course Information At A Glance
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Application PeriodTBC ( Register Interest​)
Course DateTBC
Class Time
9am to 6pm.
Venue
Ngee Ann Polytechnic
Assessment/ Award




In-class assessments.
A Certificate of Performance will be awarded to participants who achieve at least 75% attendance and pass all required assessment(s).

A Certificate of Participation will be awarded to participants who meet the 75% attendance requirement but did not pass all required assessment(s).
Course Fees












Full course fee: $460.10
Singaporeans and Permanent Residents: $138.03
Singaporeans who qualify for SkillsFuture Mid-Career Enhanced Subsidy: $52.03
Singaporeans and Permanent Residents who qualify for Enhanced Training Support for SMEs*: $52.03

*Enter SME in the promo code during course application.

Course fee is payable upon acceptance. It is inclusive of 7% GST and subject to review.

For more information on other subsidies, please click here.

SkillsFuture Credit Eligibility
Eligible (CRS-N-0051612)


You may also join our interest mailing list for updates on future runs.

Ngee Ann Polytechnic reserves the right to reschedule / cancel any programme, modify the fees and amend information without prior notice.

Entry Requirements
  • Anyone who is looking to use data analytics in their work
  • Applicants preferably be Computer Literate with basic knowledge in MS Office.
  • Participants are to bring their own Microsoft Windows 10 laptop computer with recommended specification of Dual Core 1.8GHz 64-bit and 8 GB RAM.