AI for good and evil
Prerequisites: Hello world level programming in Python.
Course outline:
AI basics
AI practicalities: Using Bard, ChatGPT, Copilot, Bing, and others.
AI inference engine installation
AI and text
Generation
Digestion
Hallucination
Citation
Literature surveys
Legalities
AI and code
Generation
Checking
Garbage in, garbage out.
Prompt engineering
Making a web page with AI
AI and graphics
Scientific illustration
Image manipulation. Fakes.
Is it art?
AI and sound
Sound manipulation basics
Speech synthesis
Music. Is it art?
AI and science
Alpha fold
DeepLabCut and SLEAP
Classifiers
Build an AI
Train it
Validate it
Break it
Inference engine
Course outcome: Acquaintance with AI concepts and tools