Today: tip of the iceberg
- First-generation algorithms: neural nets, decision trees, regression ...
- Applied to well-formated database
- Budding industry
Opportunity for tomorrow: enormous impact
- Learn across full mixed-media data
- Learn across multiple internal databases, plus the web and newsfeeds
- Learn by active experimentation
- Learn decisions rather than predictions
- Cumulative, lifelong learning
- Programming languages with learning embedded?