Rub a Little AI on It
summary
The talk examines when adding AI or machine learning is actually useful for product and marketing problems, explaining which problems are solvable with current techniques and how common model types work. It covers model characteristics and demystifies their operation in accessible terms, then gives concrete, developer-focused real-world solutions and everyday use cases that can be implemented immediately.
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chapters (12)
- 0:00Introduction
- 2:11What is AI
- 3:56Historical AI examples
- 5:24AI in modern apps
- 10:55AI ethics
- 12:19ML basics
- 15:27ML service types
- 17:35Speech/text demos
- 18:16Emotion recognition demo
- 21:44How ML models work
- 39:30Training and optimization
- 40:32Summary and Q&A
