For Engineers
AI for Engineers
A hands-on course on LLMs, retrieval, agents and production MLOps — ship working AI systems, not just demos.
Duration
8 weeks
Format
Project-based, live code reviews
Level
Intermediate to advanced
What you'll learn
- Build LLM apps with retrieval (RAG)
- Design and evaluate AI agents
- Fine-tune and deploy models
- Monitor and scale AI in production
Curriculum
- 01
LLM fundamentals
Transformers, tokens, embeddings and prompting in depth.
- 02
Retrieval systems
Vector search and RAG pipelines.
- 03
Agents & tools
Function calling, planning and multi-agent design.
- 04
Fine-tuning
When and how to adapt models to your data.
- 05
MLOps
Evaluation, deployment, monitoring and cost.
- 06
Capstone project
Ship a production-grade AI system.
Frequently asked questions
What do I need to know first?
Comfort with Python and basic software engineering.
Is there a certificate?
Yes — you'll receive a certificate on completing the capstone.