A Case Study on Building Scalable Machine Learning Systems

Guest Lecture at TU Delft

Abstract

I delivered a guest lecture at TU Delft’s Bachelor’s Machine Learning course. I unpacked core Machine Learning Engineering theory and then showcased its practical application through a case study. This case study detailed how I improved an established Dutch tech company’s MLOps maturity, demonstrating the real-world impact of these concepts.

Date
Oct 26, 2023
Event
Machine Learning Course for Bachelor’s Computer Science Students
Location
Delft University of Technology (Delft, the Netherlands)
Bella Nicholson
Bella Nicholson
Machine Learning Engineer