Course Materials

These courses are taught as part of MSOE's Master's in Machine Learning program.

ML Production Systems

Students will design, implement, deploy, and operate a machine learning-powered service, including components for data processing, model training, modeling serving, model evaluation, and monitoring. Technologies and design patterns for streaming and batch data processing as well as storage systems will be introduced. This course builds on and integrates previous course work in offline machine learning and microservices.

GitHub Repo: https://github.com/msoe-dise-project/ml-prod-sys-course