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Artificial Intelligence Design and Development A — Machine Learning, Media and the Human Body (California)
Curriculum
4 Sections
20 Lessons
Lifetime
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Unit 1: How Machines Learn: Making AI Visible
5
1.1
Explaining the Invisible: Designers Who Made Data Visible
50 mins
1.2
Sorting by Features: Training a Classifier by Hand
100 mins
1.3
Critiquing AI Explainers: Accuracy, Clarity and Hype
50 mins
1.4
Designing the Explainer: Hierarchy, Sequence and Storyboard
100 mins
1.5
Portfolio Task — How a Machine Learns: Explainer and Storyboard
200 mins
Unit 2: Human-Centered AI: History, Ethics and Authorship
5
2.1
Drawing Time: Timeline Design and the History of AI
50 mins
2.2
Verified Event Cards: Building a Physical Timeline Storyboard
100 mins
2.3
Who Is Responsible? Bias and Human-Centered AI in Medicine
100 mins
2.4
Authorship and AI Imagery: Making the Presentation Yours
150 mins
2.5
Portfolio Task — The Evolution of a Healthcare AI Innovation
200 mins
Unit 3: Drawing the Body: The Eleven Organ Systems
5
3.1
Art and Anatomy: Five Centuries of Seeing Inside the Body
50 mins
3.2
Sculpting a System: Modeling Structure and Function
100 mins
3.3
Clinician and Patient: Role-Play and the Critique of Health Communication
100 mins
3.4
Illustrating a Condition: Panels for One Body System
150 mins
3.5
Portfolio Task — The Body Atlas Exhibition
200 mins
Unit 4: Signals and Diagnosis: Visualizing Vital Signs and Medical Data
5
4.1
Data Portraits: Du Bois, Einthoven and the Art of the Signal
50 mins
4.2
Pulse to Pixels: Coding a Heart-Rate Visualization
100 mins
4.3
Who Sees Your Data? Medical Records, Genetics and HIPAA
50 mins
4.4
Imaging the Invisible: Designing a Patient Brochure
150 mins
4.5
Portfolio Task — Reading the Body’s Signals
200 mins
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