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Foundations of Machine Learning & AI for Not-for-Profits
Topics:
Artificial Intelligence
provided by Good Data Institute
Webinar recording
Skill level: Advanced
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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 course is designed to teach participants:

  • 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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Course resources will be available for 12 months from the date of enrolment, so please make sure you access what you need before the 12 months are up.
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