Program Overview
Engineering Machine Learning Systems Certificate Program
Overview
The Engineering Machine Learning Systems certificate program educates students about the mathematical theory, fundamental algorithms, and optimized engineering of computational learning systems used in real-world, big data applications. Students will also study modern technologies used in devising such data systems, including software tools, architectures, and related hardware structures.
Program Requirements
To receive the Stony Brook certificate in the Engineering Machine Learning Systems, a student must be currently enrolled in an MS or PhD program in the Electrical and Computer Engineering Department and must complete four courses as specified below, with at least a B grade in each course.
Course Requirements
- Foundations (1 required):
- ESE 503 - Stochastic Systems (3 credits)
- Fundamental Methods (2 required):
- ESE 588 - Fundamentals of Machine Learning (3 credits)
- ESE 589 - Learning Systems for Engineering Applications (3 credits)
- Applications (1 out of three electives):
- ESE 568 - Computer and Robot Vision (3 credits)
- ESE 587 - Hardware Architectures for Deep Learning (3 credits)
- ESE 590 - Practical Machine Learning and Artificial Intelligence (3 credits)
- BMI 511 - Translational Bioinformatics (3 credits)
- ESE 569 - Translational Bioinformatics (3 credits)
Notes
To apply for the Engineering Machine Learning Systems Certificate Program, a student must complete the "Permission to Enroll in a Secondary Certificate Program" form (which requires some signatures) from the Graduate School website, and submit it within the first week of the semester when they start the certificate.
Stony Brook University
Overview:
Stony Brook University is a public research university located in Stony Brook, New York. It is part of the State University of New York (SUNY) system and is known for its strong academic programs, extensive research facilities, and vibrant campus life.
Services Offered:
Stony Brook University offers a wide range of services to its students, including:
Academic Resources:
Academic advising, libraries, IT support, and registrar services.Student Support:
Financial aid, bursar services, health services, and career services.Campus Life:
Housing, dining, student activities, and wellness programs.Additional Programs:
Online education, summer sessions, winter session, pre-college programs, and study abroad opportunities.Student Life and Campus Experience:
Students at Stony Brook University can expect a diverse and engaging campus experience. The university offers a wide range of student organizations, clubs, and activities, as well as opportunities for leadership development and community service. The campus is also home to a variety of cultural and entertainment venues, including a performing arts center, a museum, and a planetarium.
Key Reasons to Study There:
Strong Academic Programs:
Stony Brook University is known for its strong academic programs, particularly in the fields of science, technology, engineering, and medicine.Research Opportunities:
The university has a strong research focus and offers students opportunities to participate in cutting-edge research projects.Vibrant Campus Life:
Stony Brook University has a vibrant campus life with a wide range of student organizations, clubs, and activities.Beautiful Campus:
The university is located on a beautiful campus with a variety of green spaces and recreational facilities.Academic Programs:
Stony Brook University offers a wide range of undergraduate and graduate programs across various disciplines, including:
Arts and Humanities:
Arts, music, literature, history, and philosophy.Social Sciences:
Psychology, sociology, economics, and political science.Sciences:
Biology, chemistry, physics, mathematics, and computer science.Engineering:
Mechanical, electrical, civil, and biomedical engineering.Health Sciences:
Medicine, nursing, dentistry, and pharmacy.Other:
Stony Brook University is also home to a number of research centers and institutes, including the Brookhaven National Laboratory, the Cold Spring Harbor Laboratory, and the Stony Brook University Medical Center. The university is committed to sustainability and has a number of initiatives in place to reduce its environmental impact.
