Advanced~15 hours5 lessons

Generative AI & LLMs

Understand the architecture behind ChatGPT and build your own text generation apps.

What you'll build: a retrieval-augmented (RAG) chatbot

Curriculum

Module A: The Transformer Revolution

2 lessons

Demystify the architecture that powers modern LLMs like GPT-4 and Claude.

Learn advanced techniques like few-shot prompting and chain-of-thought.

Recommended Watch

Visual, intuitive explanation of the Transformer architecture that powers ChatGPT and modern LLMs.

Module B: Building AI Applications

3 lessons

Write Python code to interact with state-of-the-art commercial LLMs.

Connect an LLM to external documents using vector embeddings.

Construct an end-to-end AI assistant that answers questions based on your own data.

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Comprehensive overview of LLMs — how they work, their capabilities, limitations, and future directions.

5 questions · ~5 min · Pass 4/5 to unlock your badge