15
Generative AI & LLMs
Large language models, RAG, agents, and prompt engineering
4 lessons200 min totalexpert
1
How LLMs Work
LLM training pipeline, tokenization, sampling strategies, RAG introduction, and AI agents overview
2 exercisesQuiz50m
2
Prompt Engineering
Master zero-shot, few-shot, and chain-of-thought prompting techniques, structured output, and prompt security
2 exercisesQuiz45m
3
RAG: Retrieval-Augmented Generation
Advanced RAG architecture including chunking, vector databases, retrieval strategies, and evaluation
2 exercisesQuiz55m
4
Fine-Tuning LLMs
When and how to fine-tune with LoRA, QLoRA, PEFT, dataset preparation, and deployment considerations
2 exercisesQuiz50m