CS 310 — Machine Learning II / AI Systems Engineering
The Depths · 4 units · Depth studio — Engineering · the Crossing for others
The Two Registers
- Catalog register: Applied machine learning systems — deployment, evaluation, agents, failure modes.
- Teaching frame: Real systems in the world — what breaks, what lies, what scales.
Outcomes Served
- Command of Intelligence
- Craft
- Judgment
What This Course Is About
Models are easy; systems are hard. Deployment, evaluation, agents, and failure modes — the engineering discipline of making machine intelligence dependable.
The Made Thing
A deployed AI system with real users, an evaluation harness, and a documented failure analysis.
The Daily Path
One session per course day — each one designed to look easy and pull you in. This course is at syllabus stage — the daily path is not yet written, so it is not yet live.
- Day 01 — to be written
- Day 02 — to be written
- Day 03 — to be written
- Day 04 — to be written
- Day 05 — to be written
- Day 06 — to be written
- Day 07 — to be written
- Day 08 — to be written
- Day 09 — to be written
- Day 10 — to be written
- Day 11 — to be written
- Day 12 — to be written
- Day 13 — to be written
- Day 14 — to be written
- Day 15 — to be written
Every course here is built to one standard: it ends in a made thing you can show, and it ships day by day.