Generative AI for Developers – Comprehensive Course
freeCodeCamp.org
A 21-hour course on generative AI from the DS with Bappy channel, published on freeCodeCamp. It starts with how language models work, including the transformer architecture, then moves to building applications with Hugging Face, OpenAI and LangChain. Later sections cover fine-tuning, retrieval-augmented generation and deployment on Google Cloud Vertex AI and AWS Bedrock.
What you'll learn
- How large language models and transformers work
- Preparing and vectorizing text data
- Building applications with Hugging Face, OpenAI and LangChain
- Fine-tuning models and using vector databases for RAG
- Deploying AI apps on Vertex AI and AWS Bedrock
