Probability, the art of counting things

When probability talks, you hear set theory.

ml.doc (1.2): Learning as optimization

Finding a good classifier by stumbling in its general direction.

ml.doc (1.1): Learning from data

How does a computer learn from experience?

Beware those bearing linear regression models

Look left and right before using these naive creatures.