Advanced: Model Deployment on the Web Using Python Flask (Pre-hackathon Workshop)

CUHK Data Hack 2025 Pre-hackathon Workshop

* This workshop ONLY opens to CUHK community who have registered to join the CUHK Data Hack 2025*

Instructor: Prof. Bernard SUEN, Department of Management, CUHK

Time: 9:30-12:30 & 14:00-17:00

Prerequisite: Participants should have coding / programming skills such as html or other coding languages and/or have attended pre-hackathon workshops such as Python for Beginners, Building and Evaluating the Model: Machine Learning, etc.

Description:
The workshop aims to demonstrate how developed predictive and generative models can be packaged as a web service with the needed user interface to support cloud-based applications for sharing with the global SDG community.

A full-stack deployment model with front-end and back-end integration will be introduced using the Python Flask framework. Students are supposed to have acquired basic HTML/CSS/JS skills in addition to machine learning in Python before taking this workshop.