Neural networks from zero

1. 1.
   

   The spelled-out intro to neural networks and backpropagation: building micrograd

   Andrej Karpathy

   YouTube

2. 2.
   

   The spelled-out intro to language modeling: building makemore

   Andrej Karpathy

   YouTube

3. 3.
   

   Building makemore Part 2: MLP

   Andrej Karpathy

   YouTube

4. 4.
   

   Building makemore Part 3: Activations & Gradients, BatchNorm

   Andrej Karpathy

   YouTube

5. 5.
   

   Building makemore Part 4: Becoming a Backprop Ninja

   Andrej Karpathy

   YouTube

6. 6.
   

   Building makemore Part 5: Building a WaveNet

   Andrej Karpathy

   YouTube

7. 7.
   

   Let's build GPT: from scratch, in code, spelled out.

   Andrej Karpathy

   YouTube

8. 8.
   

   Let's build the GPT Tokenizer

   Andrej Karpathy

   YouTube

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