Overview
If your dashboards are questioned, your AI outputs are unreliable, or your teams spend too much time cleaning data, the issue is often not the analytics tool, it is how the data is managed. Data Management for Analytics is a practical 3-day course designed for analytics, BI, and data professionals who want to build the skills to manage, structure, and prepare data for reporting, analytics, and AI.
Many analytics projects fail not because of poor visualisation or modelling, but because the underlying data is incomplete, inconsistent, poorly governed, or not ready for use. This course focuses on fixing that foundation. It gives learners the essential data management skills to design data schemas, build ETL/ELT workflows, apply data quality controls, manage privacy and security requirements, and use Generative AI to improve everyday data management and governance tasks.
By the end of the course, you won’t just “understand” data management, you will be able to design and implement practical data management workflows, apply data quality and governance principles to real business scenarios, and leverage Generative AI to support everyday tasks from generating synthetic data to streamlining compliance and policy enforcement. More importantly, you will gain the confidence to make sound data decisions that directly improve reporting, analytics, and AI outcomes.
As organisations scale their AI and data capabilities, professionals who can ensure data is trustworthy and well-governed are increasingly critical, and this course positions you to be one of them.
Upcoming Classes
Class 1: 5 to 8 Oct 2026
Duration: 3 Days
When: Oct 5, 6, 8
Mode of Conduct: Face-to-Face
Time: 9:00am to 5:30pm

Registration Instructions
Self-sponsored Participants
- Register for the course by clicking on the "Register Now" button above
- You may refer to the User Guide for Learner
Company-sponsored Participants
- You will have to be registered for the course by someone from your company who has an account on the LifeLong Learning Portal (L³AP)
- The person in-charge may register you for the course by:
- Generating a corporate registration link for you to register for the course
- After the link is generated, you must:
- Log in to L³AP by clicking on the "Register Now" button
- Click on the corporate registration link after logging in
- If you do not follow the above instructions, you will be registered for the course as self-sponsored
- Registering you for the course backend
- You will still be required to log in to L³AP and complete your registration by clicking on the "Register Now" button above
- You may refer your HR/L&D POC to the User Guide for Company