Generative Artificial Intelligence (AI) for Data Practitioners (Classroom & Asynchronous e-learning)

Offered by School of InfoComm Technology

Short Course / 4 days lessons / TGS-2024043288

Course Information
Learning Outcomes
Course Schedule
Lesson Plan
Entry Requirements
Course Fees

Course Information

This is an intermediate-level course introducing basic Generative AI concept and the commonly available Large Language Models (LLMs) and image generation models.

The course is designed to equip data practitioners with the knowledge and skills to integrate Generative AI seamlessly into their daily work.

Learning Outcomes

At the end of the course, learners will be able to:

  • Differentiate the different levels of AI and its applications.
  • Describe different generative models to handle different text and image generation applications.
  • Craft precise prompts in generative models to create quality outputs.
  • Apply ethical consideration of using conversation AI and the importance of responsible use.


Course Date: TBC
Application Period: TBC
Duration: 32 hours (2 days classroom + 16 hours asynchronous learning)

Time: 9am to 6pm
Delivery Mode: Classroom
Venue: Ngee Ann Polytechnic


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

Lesson Plan

  • Types and applications of generative models
  • Common basic architecture of LLMs and image generation models
  • Usage of Generative AI in daily work


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).

Entry Requirements

  • IT literacy

Course Fees

Funding period for this course is from 14 Mar 2024 to 30 Sept 2024.

SkillsFuture Credit

All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website to choose from the courses available on the Training Exchange course directory.


Enhanced training support for SMEs

For enhanced training support for SMEs, enter SME in the promo code during course application.


Long Term Visit Pass Plus (LTVP+) Holders

Please furnish the following documents to the course administrator to qualify for SSG funding:

Self-sponsored learner (**LTVP+): Copy of your green visit pass card, with the word ‘PLUS’ on the back of the card.

Co-sponsored learner (##LTVP+): Copy of valid and current Letter of Consent (LOC) from MOM


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

(Course fee is payable upon acceptance. It is inclusive of 9% GST and subject to review.)

Applicants / Eligibility Fees
Full Course Fee$1744.00
Singaporeans aged below 40 qualified for SkillsFuture Funding*$523.20
Singaporeans aged 40 & above qualified for SkillsFuture Mid-Career Enhanced Subsidy*$203.20
Singaporeans qualified for Enhanced Training Support for SMEs*$203.20
Singapore Permanent Residents & **LTVP+ qualified for SkillsFuture Funding$523.20
Singapore Permanent Residents & ##LTVP+ qualified for Enhanced Training Support for SMEs$203.20
Others (and Repeat Students)$1744.00