SYSEN 6880
Last Updated
- Schedule of Classes - May 19, 2024 7:32PM EDT
- Course Catalog - May 19, 2024 7:07PM EDT
Classes
SYSEN 6880
Course Description
Course information provided by the Courses of Study 2023-2024.
This course covers the basic concepts, models and algorithms of Bayesian learning, classification, regression, dimension reduction, clustering, density estimation, artificial neural networks, deep learning, and reinforcement learning. Application and methodology topics include process monitoring, fault diagnosis, preventive maintenance, root cause analysis, soft sensing, quality control, machine learning for process optimization, data-driven decision making under uncertainty, missing data imputation, data de-noising, and anomaly/outlier detection.
When Offered Spring.
Prerequisites/Corequisites Prerequisite: CEE 3040 or MATH 4710 or ORIE 3500 or equivalent, CHEME 6800/SYSEN 6800 or ORIE 3310 or ORIE 5310 or ORIE 5380.
Regular Academic Session. Choose one lecture and one discussion. Combined with: CHEME 6880, SYSEN 6880
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Credits and Grading Basis
4 Credits GradeNoAud(Letter grades only (no audit))
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Class Number & Section Details
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Meeting Pattern
- MW Phillips Hall 101
- Jan 22 - May 7, 2024
Instructors
You, F
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 110
- Jan 22 - May 7, 2024
Instructors
You, F
-
Additional Information
Instruction Mode: In Person
-
Class Number & Section Details
-
Meeting Pattern
- TBA Online Meeting
- Jan 22 - May 7, 2024
Instructors
You, F
-
Additional Information
Instruction Mode: Distance Learning-Asynchronous
Regular Academic Session. Choose one lecture and one discussion. Combined with: CHEME 6880, SYSEN 6880
-
Credits and Grading Basis
4 Credits GradeNoAud(Letter grades only (no audit))
-
Class Number & Section Details
-
Meeting Pattern
- TBA Online Meeting
- Jan 22 - May 7, 2024
Instructors
You, F
-
Additional Information
Instruction Mode: Distance Learning-Asynchronous
-
Class Number & Section Details
-
Meeting Pattern
- F Hollister Hall 110
- Jan 22 - May 7, 2024
Instructors
You, F
-
Additional Information
Instruction Mode: In Person
-
Class Number & Section Details
-
Meeting Pattern
- TBA Online Meeting
- Jan 22 - May 7, 2024
Instructors
You, F
-
Additional Information
Instruction Mode: Distance Learning-Asynchronous
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