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2000 Simcoe Street North
Oshawa, Ontario L1G 0C5
Canada

905.721.8668

Ontario Tech University is the brand name used to refer to the University of Ontario Institute of Technology.

Ontario Tech acknowledges the lands and people of the Mississaugas of Scugog Island First Nation which is covered by the Williams Treaties and are the traditional territory of the Mississaugas, a branch of the greater Anishinaabeg Nation, including Algonquin, Ojibway, Odawa and Pottawatomi. Learn more.

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Ontario Tech University

Nov 10, 2026

2026-2027 Undergraduate Academic Calendar

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2026-2027 Undergraduate Academic Calendar

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ARTE 4200U – AI Engineering and Machine Learning Operations

This course focuses on the principles and best practices for deploying, managing, and maintaining AI and machine learning systems in real-world applications. Students will explore the full lifecycle of machine learning models, from data preprocessing and model training to deployment, monitoring, and continuous integration. Key topics include cloud-based AI services, containerization, model versioning, automated pipelines, and scalable deployment platforms. The course emphasizes reliability, reproducibility, and ethical considerations in AI engineering, ensuring that students gain hands-on experience with industry-standard MLOps tools. By the end of the course, students will be able to build, deploy, and maintain robust AI solutions that align with software engineering best practices.
Credit hours: 3
Lecture hours: 3
Prerequisite(s): SOFE 3620U and SOFE 3290U

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