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2:35:53Tensorflow and deep learning - without a PhD by Martin Görner
610K views • 10 years ago
Devoxx
Martin Gorner's Devoxx talk introduces deep learning with TensorFlow, walking through neural networks for MNIST, how to choose an architecture and how to diagnose networks that fail to train.
1:57:45The spelled-out intro to language modeling: building makemore
1.3M views • 4 years ago
Andrej Karpathy
Andrej Karpathy builds a bigram character-level language model from scratch, introducing torch.Tensor and the framework of training, sampling and loss evaluation. It is the first step toward a GPT-style Transformer in his makemore series.