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Course

CRS-0103-01-005Advanced Topics in Data Analytics

advancedactive

Advanced analytics including causal inference, Bayesian methods, and large-scale analytics.

Advanced Topics in Data Analytics

advancedactive

Also known as: Advanced Analytics

Course nameAdvanced Topics in Data Analytics
Course codeCRS-0103-01-005
Canonical IDurn:taxonomy:cip-aligned:course:0103-01-005
Leveladvanced
Statusactive
SubjectData Analytics (SUB-0103-01)
DisciplineData Science (DIS-0103)
CategoryComputing and Information Sciences (CAT-01)

Advanced analytics including causal inference, Bayesian methods, and large-scale analytics.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Apply causal inference methods.
  • Use Bayesian analytics.
  • Scale analytics to large datasets.

Topics

causal inferenceBayesianlarge-scaledistributed analyticsadvanced methodsresearch

Assessments

examsprojectresearch_paper

Prerequisites

CRS-0103-01-003

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Delivery modes

in_persononline

Languages

en
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