TrAC Foundational AI Course on MLOps

Join our dynamic MLOps course and discover how machine learning has been transformed from a research tool into a key component of modern applications used by millions.

In this hands-on course, you’ll master essential topics like MLflow, Data Pipelines, RestAPI development, and containerization. Our expert instructors will guide you through every step, ensuring you gain a deep understanding of how to build, deploy, and manage machine learning models in production environments. By the end of the course, you’ll not only be proficient in modern MLOps tools and techniques but also confident in your ability to deploy and maintain robust machine-learning solutions.

This course is part of a micro-credential program pilot offered by Translational AI Center.

Prerequisites

Intended Audience

The course is intended for a broad audience within the spectrum of the software and technology industry, including software engineers, data scientists, data engineers, data analysts, research scientists, and software developers. The course is designed to provide a basic understanding of MLOps and create a basic pipeline for machine learning in production.

Expertise level: Intermediate/Beginner

Students: For credit

Any of the courses in the series is available for credit (each 1 credit and maximum 3 credits per semester) as an independent study (ME 590Z) under Dr. Aditya Balu. Interested students can register for the independent study by emailing benearl@iastate.edu and cc-ing baditya@iastate.edu. Also, fill out the google form for us to keep records: https://forms.gle/Ku7kWgoc16RGRw998

Industry Professionals/ISU Staff/Postdocs, etc.: non-credit through ISU Online for an introductory promo price of $500.

Registration for Industry professionals: https://iowastateonline.iastate.edu/programs-and-courses/professional-development-courses/mlops-machine-learning-operations/