Neural Networks: Zero to Hero
5.0
(6)
44 learners
What you'll learn
This course includes
- 19.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 10 lessons • 19.3 hours of video
Neural Networks: Zero to Hero
10 lessons
• 19.3 hours
Neural Networks: Zero to Hero
10 lessons
• 19.3 hours
- Let's build GPT: from scratch, in code, spelled out. 01:56:20
- The spelled-out intro to neural networks and backpropagation: building micrograd 02:25:52
- The spelled-out intro to language modeling: building makemore 01:57:45
- Building makemore Part 2: MLP 01:15:40
- Building makemore Part 3: Activations & Gradients, BatchNorm 01:55:58
- Building makemore Part 4: Becoming a Backprop Ninja 01:55:24
- Building makemore Part 5: Building a WaveNet 56:22
- State of GPT | BRK216HFS 42:40
- Let's build the GPT Tokenizer 02:13:35
- Let's reproduce GPT-2 (124M) 04:01:26
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