Introduction Statistical Learning

• Define standard terms in statistical learning: feature, observation, n x p training data, objective function
• Calculate one iteration of the k means clustering algorithm

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Resources

• Introduction to Statistical Learning is more intuitive, less mathematical.
• Elements of Statistical Learning is a classic.

The goal of statistical learning is to minimize an objective function.