IT556: Engineering Intelligent IT Applications

This course will cover MLOps framework for developing real-world machine learning systems that are deployable, reliable, and scalable. It starts by considering all stakeholders of each machine learning project and their objectives. Different objectives require different design choices, and this course will discuss the tradeoffs between these choices. This course will involve lectures, seminar-style discussions, hands-on exercises, and student presentations. Students will be responsible for paper readings, and completing a hands-on project.