Machine learning is statistics with a focus on prediction,
scalability and high dimensional problems.
• Regression: predict Y ∈ R from X.
• Classification: predict Y ∈ {0, 1} from X.
I Example: Predict if an email X is real Y = 1 or spam Y = 0.
• Finding structure. Examples:
I Clustering: find group[r]