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Course

CRS-0103-02-003Intermediate Machine Learning

intermediateactive

Examines neural networks, deep learning basics, and advanced model selection.

Intermediate Machine Learning

intermediateactive

Also known as: ML II

Course nameIntermediate Machine Learning
Course codeCRS-0103-02-003
Canonical IDurn:taxonomy:cip-aligned:course:0103-02-003
Levelintermediate
Statusactive
SubjectMachine Learning (SUB-0103-02)
DisciplineData Science (DIS-0103)
CategoryComputing and Information Sciences (CAT-01)

Examines neural networks, deep learning basics, and advanced model selection.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Build neural network models.
  • Apply deep learning basics.
  • Perform advanced model selection.

Topics

neural networksdeep learningbackpropagationregularizationmodel selectionoptimization

Assessments

assignmentsexamsproject

Prerequisites

CRS-0103-02-002

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Delivery modes

in_persononlinehybrid

Languages

en
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