Search for tag: "education"
Acquiring Evidence at the Point of Care: Your Information Resource ToolboxAn introduction to point of care focused resources in medicine, for use in the University of Michigan Medical School curriculum. Key resources and timestamps: Finding Tools (00:37)Michigan Medicine…
From Whitney Townsend
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'Alt-Ac' Careers for Humanities PhDsOriginally hosted on March 21, 2023, this roundtable panel brings together a handful of humanities PhDs from a diverse range of careers adjacent to or outside the academy, to engage in a conversation…
From um_library_room_support
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DSPA Chapter 13 Model EvaluationDSPA Chapter 13 Model Evaluation In this chapter, we will discuss (1) various evaluation strategies for prediction, clustering, classification, regression, and decision trees, (2) visualization…
From Tina Chang
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DSPA Chapter 14 Improvement of Model PerformanceDSPA Chapter 14 Improvement of Model Performance We already explored several alternative machine learning (ML) methods for prediction, classification, clustering and outcome forecasting. In many…
From Tina Chang
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DSPA Chapter 8 Decision Tree ClassificationDSPA Chapter 8 Decision Tree Classification In this chapter, we will (1) see a simple motivational example of decision trees based on the Iris data, (2) describe decision-tree divide and conquer…
From Tina Chang
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DSPA Chapter 6: k-Nearest Neighbors ClassificationDSPA Chapter 6: k-Nearest Neighbors Classification In the next several chapters we will concentrate of various progressively advanced machine learning, classificaiton and clustering techniques.…
From Tina Chang
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DSPA OverviewDSPA Overview This Data Science and Predictive Analytics (DSPA) course is offered by Prof. Ivo Dinov at the University of Michigan. The package of materials collectively aim to provide learners…
From Tina Chang
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