Mar 14, 2026  
2026-2027 Graduate Academic Catalog 
    
2026-2027 Graduate Academic Catalog

Graduate Certificate in Tiny Machine Learning


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Coordinator

Dr. RJ Nowling
Office: DH-421
Phone: (414) 277-7318
Email: nowling@msoe.edu

Overview

Not all machine learning models are deployed to large clusters; many of our everyday devices like smartwatches and smart thermostats run ML models on low-power embedded computers. The Graduate Certificate in TinyML prepares students to develop and deploy machine learning models for use on embedded systems that use data from on-board sensors and other sources. Students consider tradeoffs in model accuracy, computational power, and energy usage along with security and reliability concerns. Students who complete the certificate will be well positioned for industry roles related to TinyML and Internet of Things. All 8 credits can be applied towards the Masters’s in Machine Learning. For additional information, see the Certificates  policy.

Graduate Certificate in TinyML


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