Foundations of Machine Learning & AI for Not-for-Profits

Enrolment options

Topics:

Artificial Intelligence

Foundations of Machine Learning & AI for Not-for-Profits

provided by Good Data Institute

13 November 2025

2.15 – 3.15 pm AEDT

Upcoming webinar

Skill level: Advanced

Description

About the presenters

This session will be a practical introduction to machine learning and AI for charities. Through real-world examples and case studies, attendees will learn the fundamental concepts of ML/AI in plain language, gaining an understanding of how these technologies differ from other approaches. The session will explore three core ML techniques: classification, regression, and clustering. We'll examine both successful implementations and examples where ML doesn't work as expected, helping you understand when and how to apply these tools effectively.

This webinar covers topics including:

Explain what machine learning and AI are in accessible, non-technical language
Distinguish between the three main types of ML approaches: classification, regression, and clustering
Identify potential ML/AI applications relevant to their organisation's work

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