#deep learning

Softmax cross-entropy forward and backward, then a training loop
CodingWaymo
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2D convolution forward pass in NumPy, with parameter counts
CodingTesla
▲ 00 solutions
VAEs: the ELBO, the KL term and reparameterization
ML designGoogle
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Dataset size, generalization and U-Net skip connections
ML designApple
▲ 00 solutions
Design a multimodal neural network
ML designAmazon
▲ 00 solutions
Implement a decoder-only GPT model
CodingAmazon
▲ 00 solutions
Write a PyTorch training loop
CodingAmazon
▲ 00 solutions
ML fundamentals deep dive for ML roles
ML designMediumGoogleAmazonMetaNetflix
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Transformer and attention fundamentals
ML designMediumAmazonNetflixNvidia
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