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.