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IS 455
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Critical Thinking
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Instructor created Learning Outcomes
Course Purpose
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Know Strengths & Limitations of Data Mining Methods
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Identify and Adress Problems with Data Mining Methods
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Learn to Set Up Data for Experiments
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Identify Appropriate Methods
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Proficiency in Evaluating and Comparing Model Performance
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Course outcome history
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Link Course Outcomes to Program Outcomes
Course Outcome
Program Outcomes
Methods
Be able to execute all phases of a machine learning pipeline project
1. Gain a Knowledge of Information Systems and Business
2. Create and Manage Organizational Technical Functions
3. Make Informed Business and Technical Decisions
4. Develop Lifelong Learning Skills
Critical Thinking
Be able to interpret model results and make statistical inferences and predictions
1. Gain a Knowledge of Information Systems and Business
2. Create and Manage Organizational Technical Functions
3. Make Informed Business and Technical Decisions
4. Develop Lifelong Learning Skills
Comparison
Be able to deploy machine learning project results appropriately for a customer
1. Gain a Knowledge of Information Systems and Business
2. Create and Manage Organizational Technical Functions
3. Make Informed Business and Technical Decisions
4. Develop Lifelong Learning Skills