Machine Learning
The destination. Every domain before it was already walking here.
Understand first: Linear Algebra · Calculus · Probability · Optimization · Statistics
The planned roster
This is the intended sequence, first principles first. It is the spec a contributor builds against, and it is the reason this domain is greyed out instead of guessed at.
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1
what learning means
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2
linear regression
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3
loss functions
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4
training as optimization
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5
classification
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6
regularization
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7
neural networks
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8
backpropagation
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9
PCA (eigenvectors, revisited)
Missing a topic?
This roster is a proposal, not a decree. If something belongs in Machine Learning and is not listed, ask for it. Requests are public, and anyone can pick one up.