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ECE 528 - Embedded Systems and Machine Learning

  • 4 credits

Machine learning for embedded systems, edge computing, and Internet of Things (IoT) computing;  hardware/software codesign for machine learning; model compression and optimization; latency and memory optimizations; data reuse and sharing techniques; applications of machine learning in embedded applications, including computer vision, natural language processing, speech processing, video analysis, and anomaly detection; hardware accelerators for deep learning; ethics in machine learning.

Prerequisite

ECE 251 (Introduction to Microcontrollers) or CS 270 (Computer Organization) or equivalent introductory microcontroller or computer architecture course

Important Information

Military personnel admitted to a College of Engineering online degree program may be eligible for a 15% tuition discount. Tuition discounts can only be given if you provide the appropriate discount code at the time of registration. Call (877) 491-4336 or email csu_online_registration@mail.colostate.edu to learn more.

https://www.engr.colostate.edu/~sudeep/embedded-machine-learning/

Instructors

Sudeep Pasricha

9704910254 | Sudeep.Pasricha@colostate.edu