Free YouTube Workshop Covers LLM Internals from Perceptrons to CUDA Kernels

A code-and-Excel-based workshop series on YouTube covers LLM fundamentals end-to-end: sampling, transformer architecture, activation functions (ReLU, GELU, SwiGLU), and GPU coding with PyTorch, torch.compile, fused kernels, CUDA, and Triton. No math or ML prerequisites required.