Practical Machine Learning Workshop: From Notebook to Production

Event Overview & Context

Designed specifically to bridge the academic-industry software divide, this workshop covered how machine learning models move beyond Jupyter notebooks.

Students learned to package models using Docker, build robust FastAPI microservices with schema validation, and deploy services with monitoring.

All participants received working codebases and practical deployment experience.