About Us

Our Programmes

Driving Trade & Business with Data Analytics

Covers the fundamental concepts of data, data organization and data cleansing to create datamarts and data warehouses. It will introduce tools and techniques for data exploration, explanation and analyses such as data modeling, visualization and storytelling in the context of business applications. The concept of predictive analytics will be explored through the CRISP-DM model, the predictive modeling process, testing and validation of predictive models and application of predictive analytics to different types of businesses.

This programme is conducted in partnership with Ngee Ann Polytechnic. 

Module Content

  • Data preparation, organisation and aggregation
  • Data explanation and exploration
  • Data visualization and analysis
  • Business application of data analytics
  • Introduction to Data Mining – the CRISP-DM model
  • Predictive modeling through segmentation, associations and classification
  • Model testing and validation
  • Business applications of predictive models


Lessons are conducted in a structured yet pragmatic manner as lectures are blended with group discussions, role-plays and individual assessments. The group discussions give participants the opportunities to share their experience while role-playing helps the practice and application of concepts and approaches learned through the course.

Target Participants:

Professionals and managers who want to gain insights into the use of data analytics and predictive analytics for businesses

Medium of Instruction:


Total Training Hours: 16 hours (2 days)

Assessment and Certification

Participants who achieve 75% attendance and pass the end-of-course assessment will be awarded the Certificate of Proficiency.  

Course Schedule







Total Training Hours: 16 hours (2 days)
Registration Closing Date: 7 days before course commencement

Course Fees

  Singapore Citizens (21-39 Yrs Old)
& Permanent Residents (21 & above)
SG Citizens ≥ 40Yrs
SME Sponsored
Full Course Fees (incl. 7% GST) $299.60 $299.60
Amount Payable (incl. 7% GST) $89.88 $33.88

Prices shown are not inclusive of application fee and/or any other additional fees that may be stipulated.

Course fees can be offset by using your SkillsFuture Credit!

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