AI For Everybody
summary
A web app that exposes GPU-backed machine learning via a React front end connects to a framework-agnostic backend and a shared GPU server and is already usable by grad students in beta. Code favors functional patterns: Redux, rxjs observables, recompose to keep components stateless, reselect, Flow and Jest tests (snapshots slow tests). Claim: this is the first app of its kind in React. Anecdote: a robot that assembles IKEA furniture takes under nine minutes after three years of engineering.
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chapters (11)
- 0:00AI introduction
- 1:12What is AI and history
- 3:39AI breakthroughs and impact
- 7:57How machines learn
- 11:50AI in daily life
- 12:53AI-accessible React app
- 14:18Functional programming in React
- 17:58Optimizing state with Reselect
- 19:44Testing with Flow and Jest
- 21:12Lessons from functional patterns
- 23:19Conclusion
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