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What machine learning is
Instead of writing a rule by hand, pick one from a family of rules by how well it fits examples, and judge it on new inputs.
Foundations
Learning from data
Machine learning chooses a rule from examples instead of writing it by hand. This topic turns examples into points in feature space, measures how wrong a model is with a loss, and makes a first prediction from a point's nearest neighbours.
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