Large Language Models Overview and Applications

Short Course

Large Language Models Overview and Applications

Programme Schedule	Duration (days)	Mode of Delivery	Programme Code
17 and 18 February 2025 \| 9 am - 5.30 pm	2	Classroom Learning	TGS-2024044131

Course Overview

This course is designed to empower learners with a good understanding of Large Language Models (LLMs) and their practical applications in modern work environments. Participants will gain hands-on experience and comprehensive insights into popular LLMs like ChatGPT/GPT4.0, as well as other models such as LlaMa2, focusing on their architecture, key functionalities, and applications.

This course targets job productivity improvement and career advancement by equipping participants with essential Artificial Intelligence (AI) skills, meeting industry demands in technology-driven sectors.

Course Objectives

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

Understand Large Language Models (LLMs) focusing on Artificial Intelligence (AI) architecture and key features
Learn about advanced prompt engineering techniques and how to configure LLMs
Use LLMs to enhance productivity in analysis, idea generation, and problem-solving
Employ LLMs in various roles like automation, optimizing workflows and research, and bridging skills in learning, analysis, and innovation

Prerequisites

Minimum diploma with basic ICT and programming knowledge.

You are recommended to take Python Programming to fulfil the prerequisite.

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This programme is part of

Professional Certificate in Enterprise Deployments and Applications for Large Language Models

Types of Available Fundings

SkillsFuture Funding

SkillsFuture Credit

Enhanced Training Support

SFEC

PSEA

Testimonials

It is a useful course providing fundamental knowledge in the field of AI and GenAI.

Excellent course as a primer to LLMs. Hands-on examples can be applied to the real-world.

Great hands-on and knowledge learned on effectively engineering a chatbot from scratch.

Instructors

Dr Ai Xin

Programme Fees

	Singapore Citizens		Singapore PRs	Enhanced Training Support for SMEs	International Participants
	39 years old or younger	40 years old or older	Singapore PRs	Enhanced Training Support for SMEs	International Participants
Full Programme Fee	S$1,700.00	S$1,700.00	S$1,700.00	S$1,700.00	S$1,700.00
Less: SSG Grant Amount	S$1,190.00	S$1,190.00	S$1,190.00	S$1,190.00	-
Nett Programme Fee	S$510.00	S$510.00	S$510.00	S$510.00	S$1,700.00
9% GST on Nett Programme Fee	S$45.90	S$45.90	S$45.90	S$45.90	S$153.00
Total Nett Programme Fee Payable, Including GST	S$555.90	S$555.90	S$555.90	S$555.90	S$1,853.00
Less Additional Funding	-	S$340.00	-	S$340.00	-
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes	S$555.90	S$215.90	S$555.90	S$215.90	S$1,853.00

Total Nett Programme Fee Payable, including GST, after additional funding from various funding schemes.
Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.
Please note that all external funding for courses is limited in duration and subject to eligibility and availability.

Dr Ai Xin

Advanced Computing for Executives