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

選課的選項

Topics:

Artificial Intelligence

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

提供者 Good Data Institute

網路研討會錄影

Skill level: Advanced

此課程已過期。

說明

關於講者

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.

本課程旨在讓學員學會：

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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