Machine Learning Systems and MLOps
Putting models into production: serving, monitoring, testing and maintaining ML systems.
AI-420 Year 4 3 credits 5 lessons planned
Offered by HSM University · Artificial Intelligence
Course content
- 1From notebook to productionComing
- 2Model serving and latencyComing
- 3Monitoring, drift and retrainingComing
- 4Testing ML systemsComing
- 5Cost and infrastructureComing
Requirements
Recommended background. You can start any course at any time.
Description
Putting models into production: serving, monitoring, testing and maintaining ML systems.
Part of the Science stream, typically taken in year 4.