Build LLMs from Scratch 🚀
Found this gem from Vizuara, a 43-lecture series that actually delivers on its promise: building Large Language Models from the ground up.
What's inside:
→ Transformer architecture
→ GPT internals
→ Tokenization (BPE)
→ Attention mechanisms
→ Complete Python implementations
Perfect for ML engineers and developers who want to understand what's really happening under the hood of ChatGPT, Claude, and similar models.
🔗 [Playlist link in comments]
Watch. Practice. Learn
Instead of watching Netflix tonight, watch this 2-hour Stanford lecture.
It will teach you more about how LLMs like ChatGPT and Claude are actually built than most people learn in years working in AI.
Stanford released it for free.
Save this.