Why learning?
Feasibility of learning
- Availability of data and computational power
Need for learning
- Characteristics of current systems and processes
- Defy closed form analysis
- need data-driven approach for characterization
- Scale and change fast
- need continuous automatic adaptation
Examples:
- communication networks, economic markets, illegal activities, the brain...