Artificial Intelligence and Machine Learning (DDN334)

Overview

Delivery method

Online

Duration

1.5 hours

Audience

All public servants at all levels

Description

Artificial intelligence (AI) and machine learning are transforming how organizations solve problems, automate tasks, and make data-driven decisions. This online self-paced course introduces the core concepts behind AI and machine learning, and common machine learning approaches and models. Participants will learn how to distinguish between AI and machine learning, explore common machine learning techniques, and understand how machine learning models are applied and evaluated.

Topics include:

• understanding the differences between artificial intelligence and machine learning
• exploring the evolution of artificial intelligence
• comparing supervised and unsupervised learning techniques
• examining regression, classification, and clustering models
• recognizing ensemble learning techniques