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Course

CRS-0408-02-005Advanced Health Data Analytics

advancedactive

Advanced topics including causal ML, real-world evidence, and federated learning.

Advanced Health Data Analytics

advancedactive

Also known as: Advanced Health Data Analytics

Course nameAdvanced Health Data Analytics
Course codeCRS-0408-02-005
Canonical IDurn:taxonomy:cip-aligned:course:0408-02-005
Leveladvanced
Statusactive
SubjectHealth Data Analytics (SUB-0408-02)
DisciplineHealth Informatics (DIS-0408)
CategoryPublic Health and Rehabilitation (CAT-04)

Advanced topics including causal ML, real-world evidence, and federated learning.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Apply causal ML.
  • Use real-world evidence.
  • Apply federated learning.

Topics

causal MLreal-worldfederatedresearchadvancedanalytics

Assessments

examsprojectresearch_paper

Prerequisites

None

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Languages

en
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