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AI Engineering
Recommended resources
The freely available resources this course will direct you to.
- uv for EVERYTHING: How to use uv for Python, venv, and project managementwww.youtube.com
- Python Tutorial: UV - A Faster, All-in-One Package Manager to Replace Pip and Venvwww.youtube.com
- Working on projects | uvdocs.astral.sh
- Locking and syncing | uv - Astral Docsdocs.astral.sh
- Python Tutorial: Comprehensions - How they work and why you should be using themwww.youtube.com
- Python Tutorial: Working with JSON Data using the json Modulewww.youtube.com
Module 1
Python Bridge for Production AI
Module 2
LLM Mechanics and Reliable Prompting
Module 3
Embeddings and Vector Search
Module 4
Building a Grounded RAG Pipeline
Module 5
Measuring and Improving Retrieval
Module 6
Evaluation-Driven LLM Development
Module 7
Tools, Workflows, and Agents
Module 8
Serving AI Features with FastAPI
Module 9
Observability, Security, and Operational Safety
Module 10
Containers, CI, and Cloud Delivery
Module 11
Portfolio Capstone: Evidence-Grounded Assistant
Module 12