Learning path
AI Infrastructure Engineer
Operate the GPUs, serving stacks and pipelines that run AI at scale.
L4 · ExperttoL6 · Doctoral4 courses~9 h
What you’ll be able to do
- Trace an LLM request from tokens to served response.
- Size GPU memory, batching and serving for models at scale.
- Ground infrastructure choices in deep-learning fundamentals.
Your course sequence
Work through these courses in order. Each lesson links straight into the reader.
- 1
Understand what AI is and how machines learn, no math or code required.
- 2
How large language models turn text into tokens, attention, and predictions.
- 3
Make a model fit, serve it fast, keep it working, and prove it improved.
- 4
From how networks learn to where AI is going.