DSEng 109 – AI Deployment & MLOps

(Weeks 19–21 | Lec 9 Hrs / Lab 27 Hrs / Ext 0 Hrs | 36 Total Hrs | 1.2 Credit Hrs)
Students will:

Utilize AWS, Azure, and GCP platforms for deployment
Prerequisite: DSEng 108 – NLP & Large Language Models
Tools: FastAPI, Docker, GitHub Actions, AWS, Azure, GCP

Build and deploy ML models using FastAPI and Docker

Automate deployment pipelines (CI/CD) for AI solutions

Monitor model performance and automate retraining