TrAC Foundational AI Course on End-to-End Computer Vision

Join our cutting-edge End-to-End Computer Vision course and unlock the power of visual data in today’s digital world.

In this comprehensive and hands-on course, you’ll dive deep into the complete lifecycle of computer vision applications. From data collection and annotation to model training, deployment, and performance monitoring, our expert instructors will guide you through every critical step. You’ll gain mastery over essential tools and techniques, including image preprocessing, deep learning architectures like CNNs and Vision Transformers, and deployment strategies on edge and cloud platforms. By the end of the course, you’ll be equipped with the skills to design, implement, and deploy robust computer vision solutions across various industries.

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

Prerequisites

• Python programming

• Basic understanding of deep learning

Intended Audience

The course is intended for a broad audience within the software and technology industry, including software engineers, data scientists, data engineers, research scientists, and software developers. It’s designed to provide a comprehensive understanding of end-to-end computer vision workflows and empower you to build and deploy computer vision applications in production environments.

Expertise Level: Intermediate/Beginner

Students: For credit

Any of the courses in the series are available for credit (each course is 1 credit and a maximum of 3 credits per semester) as an independent study (ME 590Z) under Dr. Aditya Balu. Interested students should register for the independent study by emailing benearl@iastate.edu and cc-ing baditya@iastate.edu. Also, please fill out the google form for our records: https://forms.gle/jwfhfAo4hWNUVan7A

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