Model Deployment and MLOps Essentials (SCTP)

SCTP Course

Course Schedule	Duration (days)	Mode of Delivery	TGS Reference Number
25 February 2027 \| 9 am - 5.30 pm	1	Classroom Learning	TGS-2026065156

This course is part of the (SCTP) NUS AI Engineering Programme. Applicants are required to register for all SCTP courses.

Course Overview

This course is designed to provide participants with essential skills and knowledge in deploying machine learning models effectively in production environments. This course covers the MLOps (Machine Learning Operations) process, highlighting best practices for model deployment, monitoring and maintenance. Participants will learn how to transition from model development to production, ensuring seamless integration and operation.

Course Objectives

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

Gain a comprehensive understanding of the MLOps process
Learn best practices for deploying machine learning models in production environments
Understand how to optimise machine learning operations for efficiency and effectiveness in production settings

Job Role Readiness

Professionals aspiring to transition to artificial intelligence and machine learning roles.

Prerequisites

The minimum entry requirement is a General Diploma.

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Funding Available

SkillsFuture Funding

SkillsFuture Credit

Instructors

Dr Ganesh Neelakanta Iyer

Course Fees

	Singapore Citizens		Singapore PRs
	39 years old or younger	40 years old or older	Singapore PRs
Full Course Fee	S$950.00	S$950.00	S$950.00
Less: SSG Grant Amount	S$665.00	S$665.00	S$665.00
Nett Course Fee	S$285.00	S$285.00	S$285.00
9% GST on Nett Course Fee	S$25.65	S$25.65	S$25.65
Total Nett Course Fee Payable, including GST	S$310.65	S$310.65	S$310.65
Less Additional Funding	-	S$190.00	-
Total Nett Course Fee Payable, including GST, after additional funding from the various funding schemes	S$310.65	S$120.65	S$310.65

Total nett course fee payable, including GST, after additional funding from various funding schemes.
Participants must fulfill at least 70% attendance and pass all assessment components to be eligible for SSG funding.
The applicable funding is for Singaporeans and Singapore PRs. This is subject to change and in accordance with SSG funding guidelines as of course commencement.
Please refer to our Terms and Conditions page for more information.

Other Information

The SkillsFuture Career Transition Programme (SCTP) helps mid-career individuals build industry-relevant skills to boost employability and transition into new sectors or roles. Interested in learning more about the SCTP? Explore the FAQ to find answers to common questions, including programme details, eligibility criteria and funding.

Dr Ganesh Neelakanta Iyer

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