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Machine Learning and Deep Learning

Certificate in Machine Learning and Deep Learning: Application Frontiers

The Certificate in Machine Learning and Deep Learning: Application Frontiers is an evening, graduate-level program in the University of Washington Department of Electrical & Computer Engineering (UW ECE) for students who want to enhance their skills and knowledge in Machine and Deep Learning.

In this three-course certificate program, we’ll explore how machine learning is reshaping the world — and what tools you’ll need to help make that happen. Students will learn how to implement and evaluate learning algorithms for a broad range of applications and work with state-of-the-art Python libraries for machine learning, such as NumPy and PyTorch. Students will choose the path of study that most interests them by selecting classes offered through the department’s Professional Master’s Program.

This certificate program is offered in person at the UW Seattle campus.


UW ECE offers the certificate program in conjunction with UW Professional & Continuing Education (PCE) with applications accepted quarterly.


Certificate students select three classes of interest from courses offered in our ECE Professional Master’s Program. Depending on the yearly course offerings and space availability, the certificate can be completed in one to three quarters.

Tuition and Fees

The certificate allows students to earn graduate credit that can be applied to the Master of Science in Electrical Engineering degree.

Certificate Instructors

Courses in the certificate are taught by members of ECE faculty as well as industry lecturers who are experts in the field.

Technology Requirements

Students in ECE certificate programs are expected to adhere to the College of Engineering’s technology expectations.

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