Playlist

Neural Networks: Zero to Hero

Andrej Karpathy

1

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

Andrej Karpathy

2

The spelled-out intro to language modeling: building makemore

Andrej Karpathy

3

Building makemore Part 2: MLP

Andrej Karpathy

4

Building makemore Part 3: Activations & Gradients, BatchNorm

Andrej Karpathy

5

Building makemore Part 4: Becoming a Backprop Ninja

Andrej Karpathy

6

Building makemore Part 5: Building a WaveNet

Andrej Karpathy

7

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

Andrej Karpathy

8

State of GPT | BRK216HFS

Microsoft Developer

9

Let's build the GPT Tokenizer

Andrej Karpathy

10

Let's reproduce GPT-2 (124M)

Andrej Karpathy