Artificial Intelligence and Machine Learning for Metaverse

Short Course

Artificial Intelligence and Machine Learning for Metaverse

Programme Schedule	Duration (days)	Mode of Delivery	Programme Code
For Corporate Requests Only	2	Classroom Learning	TGS-2022015679
For Corporate Requests Only	2	Synchronous e-Learning	TGS-2022015678

Course Overview

This course helps learners understand the role of Artificial Intelligence (AI) and Machine Learning (ML) in the foundation and development of the Metaverse. Topics such as supervised machine learning, unsupervised machine learning and deep learning will be covered. Through relevant case studies, learners will get an operational understanding on how these technologies support the operations of the Metaverse.

Course Objectives

At the end of this course, learners should be able to:

Understand how AL and ML can be used to analyse the data collected in Metaverse
Apply Machine Learning (ML) models to solve clustering, classification and regression problems in Metaverse
Apply Deep Learning (DL) models to develop computer vision and Natural Language Processing (NLP) tasks in Metaverse
Create a viable business idea that supports the Metaverse using AI and ML technology

Who Should Attend

Executives, Developers, Designers and Managers in IT-related fields, business development, strategic planning, operations.

Prerequisites

Minimum Diploma in IT or related fields.

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This programme is part of

Professional Certificate in Infrastructure of the Metaverse

Types of Available Fundings

SkillsFuture Funding

SkillsFuture Credit

Enhanced Training Support

SFEC

UTAP

PSEA

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$1,900.00	S$1,900.00	S$1,900.00	S$1,900.00	S$1,900.00
Less: SSG Grant Amount	S$1,330.00	S$1,330.00	S$1,330.00	S$1,330.00	-
Nett Programme Fee	S$570.00	S$570.00	S$570.00	S$570.00	S$1,900.00
9% GST on Nett Programme Fee	S$51.30	S$51.30	S$51.30	S$51.30	S$171.00
Total Nett Programme Fee Payable, Including GST	S$621.30	S$621.30	S$621.30	S$621.30	S$2,071.00
Less Additional Funding	-	S$380.00	-	S$380.00	-
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes	S$621.30	S$241.30	S$621.30	S$241.30	S$2,071.00

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.

Other Information

This course is eligible for Union Training Assistance Programme (UTAP). NTUC members can enjoy up to 50% funding (capped at $250 per year) under UTAP. NTUC members aged 40 and above can enjoy higher funding support up to $500 per individual each year, capped at 50% of unfunded course fees, for courses attended between 1 July 2020 to 31 December 2025. Please click here for more information.

Dr Ai Xin

Advanced Computing for Executives