Large Language Models Pre-training, alignment, prompting, and fine-tuning the models that power modern AI applications. Topics (13) Beginner Function Calling Pre-Training Prompting System Prompts Intermediate Chain-of-Thought Inference Optimization Long Context Models LoRA & PEFT Mixture of Experts Reasoning Models RLHF & Alignment Scaling Laws Synthetic Data & Self-Improvement