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Course

CRS-0103-02-005Advanced Machine Learning

advancedactive

Advanced ML including reinforcement learning, generative models, and representation learning.

Advanced Machine Learning

advancedactive

Also known as: Advanced ML

Course nameAdvanced Machine Learning
Course codeCRS-0103-02-005
Canonical IDurn:taxonomy:cip-aligned:course:0103-02-005
Leveladvanced
Statusactive
SubjectMachine Learning (SUB-0103-02)
DisciplineData Science (DIS-0103)
CategoryComputing and Information Sciences (CAT-01)

Advanced ML including reinforcement learning, generative models, and representation learning.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Apply reinforcement learning.
  • Build generative models.
  • Analyze representation learning.

Topics

reinforcement learninggenerative modelsrepresentation learningadvanced optimizationresearch

Assessments

examsprojectresearch_paper

Prerequisites

CRS-0103-02-003

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Delivery modes

in_persononline

Languages

en
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