Introduction to AI and Machine Learning

Course Date:

Registration Period:

7 hours / 1 day

9:00am to 5:00pm

Mode of Training:
Online via Ms Teams

Singapore Polytechnic

Course Introduction

There has been renewed interest learning in artificial intelligence (AI) and machine learning in recent years. This is fuelled by the recognition that data generated contains a wealth of information that could be distilled from it. This course helps to provide and introduction to the fundamentals of AI and machine learning and how it could impact your work. The course also imparts practical skills on how to apply machine learning without requiring coding.

Course Objective

This course aims to introduce artificial intelligence (AI) and machine learning (ML). The course focuses on learning how to apply AI and ML to solve real-life problems. Through practical sessions, participants will experience the setting up and use of a simple machine learning tools that do not require coding.

Course Outline

• Introduction to Artificial Intelligence and Machine Learning
• Use cases for Artificial and Machine Learning
• Online/cloud-based machine learning tools
• Supervised learning applications
• Unsupervised learning applications

Suitable for

The course will be useful to those who wish to experience setting up a simple AI and machine learning system to solve real-life problems.
Participants will online/cloud-based machine learning tools to train models and finally retrieve results from the machine learning models.

Minimum Entry Requirements / Assumed Skills and Knowledge

Familiarity with IT tools such as Microsoft Excel and Google Sheets. Participants are required to bring a laptop for this course.

Award / Certification / Accreditation

• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

Full Fees (before GST): $320.00
GST payable for all funding-eligible applicants*: $6.72
GST payable for others: $22.40

Applicants/EligibilitySkillsFuture FundingSubsidised Fee (after GST)
Singapore Citizens aged 40 and above1$288.00 $38.72
Singapore Citizens aged below 40$224.00$102.72 
Singapore Permanent Residents and LTVP+ Holders$224.00$102.72 
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders2$288.00 $38.72
Others (Full fees payable)$0.00$342.40 

*As per SSG’s policy, the GST payable is calculated based on 7% of the baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

1Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
2 Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.

Funding Incentives

Please click here for more information on funding incentives.

Register Here

Eligible for SkillsFuture Credit
Terms and Conditions

*Please note that once the maximum class size is reached, the online registration will be closed.
You may register your interest, and would be notified if there is new run.

Application Procedure

1. All applications must be made via Online Registration at
Course fees can be paid by the following payment modes:

a) Credit Cards, Internet Banking, NETS (Not Applicable for company sponsored)
For e-payment using Visa/Master cards and Internet Banking, please click on the ‘Make e-Payment’ button on the acknowledgement page to proceed.

b) For NETS payment, you can pay at:
Singapore Polytechnic
PACE Academy


c) For payment via PayNow, please enter the UEN No. T08GB0056ACET and indicate the invoice/registration number.

*With effect from 1 August 2021, cheque payment will not be available.


2. All successful applicants will be notified with a letter of confirmation via email.