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Intro
The World We Live In
Introducing Bruk Mulatu
Introducing Lydia Busti
Introducing Christopher Willis
Introducing Micah McCloy
Something is Clearly Not Going Quite Right
The Stakes
A Greater Purpose
An Average Day
Embodied Living
The Polytechnic Way
Micah's Project
They're On a Mission
Hope
Redeeming Technology
Made for More
End Titles
What is information and communication technology?
The discipline of Computer Science
What does computation look like?
Diffie-Hellman Key Exchange
Why is it important that every child knows something about the digital world?
Computation and the natural world
Establishing a new subject at school
What is the new challenge?
What is Computing at School?
What are we hoping to gain from this?
Intro
What is Physics Informed Machine Learning?
Case Study: Encoding Pendulum Movement
The Five Stages of Machine Learning
A Principled Approach to Machine Learning
Physics Informed Problem Modeling
Physics Informed Data Curation
Physics Informed Architecture Design
Physics Informed Loss Functions
Physics Informed Optimization Algorithms
What This Course Will Cover
Outro