AI and Machine Learning
Begins with Me

Dates: 13 Apr, 14 Apr 2023 | 9am – 5.30pm | Online (Professional Certificate in Artificial Intelligence and Machine Learning Basics)
6 Jul, 7 Jul 2023 | 9am – 5.30pm | Online (Professional Certificate in Artificial Intelligence and Machine Learning for Executives)

Duration: 2 Days

Course Overview

This course is designed to teach you about Artificial Intelligence (AI) and its applications. Learners will comprehend basic AI-related terms such as Machine Learning, Deep Learning, and Expert Systems which will play a key role in the future of technology and science. By working on some simple practices and small-scale projects, participants will be able to understand the practical uses of AI in business and daily lives as well as its diverse applications and possibilities, including AI as a career. In doing so, learners will be able to appreciate the challenges of AI. As this is an introductory course, participants do not have to be an IT experts or programmers in order to attend it.

This module is part of Professional Certificate in Artificial Intelligence and Machine Learning Basics and Professional Certificate in Artifical Intelligence and Machine Learning Foundation for Executives.

Learning Outcomes

At the end of the course, the participants will be able to:
• Define the basic concepts of Artificial Intelligence (AI)
• Describe the important challenges in the field of AI
• Interpret important AI approaches to problem solving
• Describe search and optimization techniques and the heuristics.
• Understand machine learning and apply it to the context of their businesses and/or work contexts
• Explain deep learning
• Identify where and how AI (and Machine Learning and Deep Learning) is applicable to their own business challenges
• Identify the impacts of implementing AI to their businesses

Who Should Attend

Anyone who is interested in AI.


General degree; basic knowledge in matrices and statistics; able to use internet

Course Convener

(Click his photo to view his short biography)

ddddd Amirhassan Monajemi

Dr Amirhassan MonajemiDr Amirhassan Monajemi

Hear from the Participants

“This course was a good introduction of AI and ML and the real-world applications.”
– Agatheeben Amarasingam

“This was a good introduction of AI. The course provided knowledge of various algorithms that one should know and interest before diving deeper into AI. Although it was only 2 days, I gained a better understanding in implementing AI development.”
– Tang Tung Ngie

“The course has provided me a deep insight about Artificial Intelligence and Machine Learning including the origin and in trend technology. Having this knowledge will enable us to be more proactive to deal with information and data that we have. It also helps us to understand the technology that we used in our daily life.”
– Gimun Solomon Yang

“This is indeed a fantastic, engaging, and interactive course for beginners to gain knowledge and context on AI, as well as to open up possibilities with the power of AI! It is very well-put together and easy to follow.”
– Goh Yuan Hao Lucas

Course Fees

Singapore Citizens
39 years old or younger
40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes

Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.

NTUC members enjoy 50% unfunded course fee support for up to S$250 each year (or up to S$500 for NTUC members aged 40 years old and above) when you sign up for courses supported under UTAP (Union Training Assistance Programme). Please visit e2i’s website to find out more.

To enquire, email

To register, click Register

Course Code:
TGS-2020503220 (Synchronous e-learning)

Select Short Course / Modular Course -> Apply for Myself -> Browse Academic Modules / Short Courses-> Module/Course Category -> Short Courses -> Browse Courses-> Advanced Computing for Exe (Faculty/Department / Unit)

Please download the user guide for NUS Online Application Portal after you click ‘Apply for Myself’ if you need assistance.

Course Fee Breakdown

Singapore Citizens

Singapore Citizens

39 years old or younger

Singapore Citizen

40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

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