Module 6 · 4 lessons · about 155 minutes
Neural networks from scratch
Neurons and layers as matrix operations, softmax and cross-entropy, backpropagation derived and implemented, and a full training loop you write yourself.
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- 1Neurons and layers30 min
- 2Softmax and cross-entropy35 min
- 3Backpropagation45 min
- 4Training a network45 min