Course Details

Introduction to AI and Machine Learning

Overview

  • Course Date:

    11 Sep 2026 to 11 Sep 2026

  • Registration Period:

    11 Jul 2026 to 21 Aug 2026

  • Duration/Frequency:

    7 Hours

  • Mode of Training:

    Face-to-Face (Classroom Teaching)

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

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Singapore Polytechnic

500 Dover Rd Singapore 139651

Last updated: 11 June 2025

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