Analytics for Enterprises

Programme Code D122
Data Science & AI
General Digital Literary
Learning Partner(s)
Ngee Ann Polytechnic
2 Days
Format In-person
Data Visualisation & Communication Visual Analytics Principles Statistical Techniques Scripting Machine Learning Exploration Analysis Data Storytelling Data Quality Data Collection Charts & Dashboards
Job Roles
Public Service Officer (non-ICT&SS)


This 2-day programme provides a hands-on overview of analytics using MS PowerBI and Excel.

You will learn how to use data  visualisation as part of your decision-making process, leading to better business outcomes.

Key Takeaways

At the end of this programme, you will be able to:

  • clean data and prepare for data visualisation
  • create a data model base on a star-schema
  • create data visualisation for data exploration and analysis

Who Should Attend

  • Please refer to the job roles section. 
  • Ideal for domain specialists who deal with data and need to visualise it for understanding and intervention.


  • Computer literate with basic knowledge in MS Office.
  • Pleae bring your own Microsoft Windows 10 laptop computer with recommended minimum specification of Dual Core 1.8GHz 64-bit and 8 GB RAM.
  • Understanding of MS Excel.
  • MS Power BI (which can be downloaded for free from MS website).

Programme Structure

This programme is delivered face-to-face and will cover the following topics:

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



Full Fee

Full programme fee( excluding GST)


8% GST on programme fee


Total nett programme fee payable, including GST S$464.40

With effect from 1 Jan 2023 till 31 Dec 2023

Funding is available for this programme. Please visit the learning partner’s website to find out about the updated programme fee funding breakdown, eligibility, terms and conditions.

Upcoming Classes

Class 1
24 Jul 2023 to 25 Jul 2023 (Full Time)
Duration: 2 days
When: Jul - 24, 25
Time : 9.00am - 6.00pm

How To Register

Step 1 Apply through your organisation's training request system.

Step 2 Your organisation's training request system (or relevant HR staff) confirms your organisation's approval for you to take the programme.

Your organisation will send registration information to the academy.

Organisation HR L&D or equivalent staff can register directly through the learning partner's registration portal.

Step 3 The learning partner will inform you whether you have been successful in enrolment.