Individual Course

Large Language Models: Architecture Analysis and Implementation

Learn how today’s top LLMs are built and trained. This course unpacks LLaMA 3.2’s breakthrough architecture and guides you through implementing it to generate real text.

Individual Course

Large Language Models: Optimization, Alignment, and Deployment

Optimize and deploy advanced LLMs with confidence. This course covers cutting‑edge performance techniques, alignment methods, and modern deployment strategies for real‑world AI applications.

Individual Course

Large Language Models: Training the Model with PyTorch

Train state‑of‑the‑art LLMs with modern techniques. This course builds a full PyTorch fine‑tuning pipeline for LLaMA 3.2, featuring LoRA, quantization, and hands‑on model training.

Individual Course

Large Language Models: Evolution, Impact, and Hands-On Exercises

This course traces the evolution of Large Language Models and introduces LLaMA 3, then brings concepts to life through hands‑on exercises that show how modern models are trained and optimized.