Ollama Course – Build AI Apps Locally
freeCodeCamp.org
Shows how to run language models on your own machine with Ollama and build applications on top of them. The course covers pulling and customizing models, the REST API and the Python library, and then three projects: a grocery list organizer, a RAG system that answers questions about PDFs, and an AI recruiter agency.
What you'll learn
- Installing Ollama and pulling models
- Model parameters and benchmarks
- Using the Ollama CLI, REST API and Python library
- Working with multimodal models
- Building a RAG system and an AI agent app
