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/
Textbooks and Materials
Please check the CSU Bookstore for textbook information. Textbook listings are available at the CSU Bookstore about 3 weeks prior to the start of the term.
Instructors
