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Neural Networks: From Scratch
Module 10 of 12
10. Capstone: Digit Recognizer
Task: Build 'MicroTorch'
Goal: Train a Convolutional Network on MNIST (Handwritten Digits).
- Library: Finish your
Tensor,Linear,ReLUclasses. - Data: Load the 60,000 images of digits.
- Architecture: Input(784) -> Dense(128) -> ReLU -> Dense(10).
- Train: Achieve > 95% Accuracy.
You now possess the knowledge of the Gods.