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EC EN 471
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Course Outcome
Program Outcomes
Foundations
Learn the mathematical foundations of machine learning and be able to show how they are different than other types of analysis and predictive methods.
Engineering Problems
Engineering Design
Communication
Ethics
Teamwork
Experimentation
Lifelong Learning
Model Selection and Implementation
Select and implement fundamental machine learning models to solve problems relevant to electrical and computer engineering fields.
Engineering Problems
Engineering Design
Communication
Ethics
Teamwork
Experimentation
Lifelong Learning
Model Evaluation and Improvement
Evaluate and improve the performance of different types of fundamental machine learning models.
Engineering Problems
Engineering Design
Communication
Ethics
Teamwork
Experimentation
Lifelong Learning
Engineering Applications
Apply machine learning methods to time series data and dynamical systems.
Engineering Problems
Engineering Design
Communication
Ethics
Teamwork
Experimentation
Lifelong Learning