This presentation will provide an overview of a typical machine-learning pipeline with a focus on supervised machine learning. We will further discuss the applications of machine learning and natural language processing in the field of infection prevention and control. Each area will include description and discussion of the benefits and downfalls of machine learning. The overarching goal of this presentation is to provide an introductory understanding of machine learning so the viewer can make more informed decisions when supplied with choices of modeling approaches or predictive models from vendors.
- Provider:Haymarket Medical Education
- Activity Link: https://www.mycme.com/courses/machine-learning-in-infection-prevention-and-control-8621
- Start Date: 2023-02-15 06:00:00
- End Date: 2023-02-15 06:00:00
- Credit Details: IPCE Credits: 1.0 hours
AAPA Category 1 Credit™️: 1.0 hours
AMA PRA Category 1 Credit™️: 1.0 hours
Nursing: 1.0 hours
Pharmacy: 1.0 hours - Commercial Support: No
- Activity Type: Enduring Material
- CME Finder Type: Online Learning
- Fee to Participate: No, it's free
- Measured Outcome: Learner Knowledge, Learner/Team Competence, Learner/Team Performance
- Provider Ship: Jointly Provided
- Registration: Open to all
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