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Teaching Machine Learning with Physical Computing - July 2023

Hal Speed
Hal Speed

Presentation from the TCEA AI for Educators Conference

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Teaching Machine
Learning with
Physical
Computing
Hal Speed
2023 July 27
https://www.slideshare.net/Hal_Speed
Teaching Machine Learning with Physical Computing - July 2023
Breaking News
WEF Future of Jobs
weforum.org/reports
page 39
https://teachai.org/
Five Big Ideas in AI
• Framework to guide the
development of
standards and learning
materials
• For use by governmental
organizations, curricula
developers, CSTA,
educators, etc.
Machine Learning Primer
What is Machine Learning?
• Machine Learning is a subfield
of Artificial Intelligence
focused on developing
algorithms that learn to solve
problems by analyzing data for
patterns.
• Deep Learning is a type of
Machine Learning that
leverages Neural Networks and
Big Data
Artificial Intelligence
Deep Learning
Machine Learning
Source: EdX tinyML course

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Teaching Machine Learning with Physical Computing - July 2023