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Acquiring Evidence at the Point of Care: Your Information Resource Toolbox

An 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…

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'Alt-Ac' Careers for Humanities PhDs

Originally 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 0 likes 56 plays 0  

DSPA Chapter 13 Model Evaluation

DSPA 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 0 likes 45 plays 0  

DSPA Chapter 14 Improvement of Model Performance

DSPA 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 0 likes 25 plays 0  

DSPA Chapter 8 Decision Tree Classification

DSPA 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 0 likes 97 plays 0  

DSPA Chapter 6: k-Nearest Neighbors Classification

DSPA 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 0 likes 150 plays 0  

DSPA Overview

DSPA 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 0 likes 346 plays 0