computer-vision
What a neuron and a forward pass are (primer)
taught
Working-depth-only: a neuron as a weighted sum plus a nonlinearity, and a forward pass as neurons stacked in layers -- no derivation, deep- learning's own chapters own the full mathematics.
Taught in
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What a neuron and backpropagation are
Computer Vision
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Forward pass, loss, and gradients: for a vision task
Computer Vision
Requires
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single-neuron-forward-pass
recommended
deep-learning ch.02/ch.04 derive the same forward pass in full; this course's own quizzes only require the working-depth version taught locally.
Required by
Nothing in the catalog needs this yet.
Local knowledge map
Local knowledge map
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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.