Course Details

Introduction to AI and Machine Learning

Overview

  • Course Date:

    23 Nov 2026 to 23 Nov 2026

  • Registration Period:

    15 Sep 2026 to 2 Nov 2026

  • Duration/Frequency:

    7 Hours | 9am to 5pm

  • Mode of Training:

    Face-to-Face (Classroom Teaching)

This course is part of the SkillsFuture AI Subscription initiative – eligible Singapore Citizens enrolled in selected SWDA-funded AI courses may receive a 6-month free AI premium subscription under the SkillsFuture AI Subscription initiative, subject to the prevailing eligibility and redemption requirements.
  • For more SP courses part of the SkillsFuture AI Subscription initiative, please click here.
  • For more information on the available AI subscriptions, eligibility and redemption requirements, please refer to the MySkillsFuture portal.

What You Will Learn

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. They will then be competent using online/cloud-based ML models to retrieve results.

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

  1. Understand ML project workflow.
  2. Frame industry problems for applying ML.
  3. Understand selection criteria for ML algorithms.
  4. Able to use online/cloud-based ML tools.

Topics to be covered

  • Introduction to Artificial Intelligence and Machine Learning
  • Use Cases for Artificial Intelligence and Machine Learning
  • Online/Cloud-Based Machine Learning Tools
  • Supervised Learning Applications
  • Unsupervised Learning Applications

Courses that may also interest you:

back to top

Singapore Polytechnic

500 Dover Rd Singapore 139651

Last updated: 11 June 2025

© 2025 Singapore Polytechnic

Best viewed using latest version of Microsoft Edge, Mozilla Firefox, Safari and Google Chrome.