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Course Catalog

Department of Computer Sciences — 15 courses found

Course Catalog
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Focus Tracks: All Tracks Artificial Intelligence (AI) Data Science (DS) Software Engineering (SE) Human Centered Computing (HCC) Information Systems (IS) Networks and Security (NS)
CSC-451 (DE)
BS
Introduction to Social Computing

Objectives: Social media has become an important part of today's life. The aim o...

[DS] Data Science
3 cr (3 Th) No CLOs
CSC-458 (DE)
BS
Introduction to Data Mining

Objectives: The main purpose of the course is to analyze and construct knowledge...

[AI] Artificial Intelligence
3 cr (3 Th) No CLOs
CSC-459 (DE)
BS
Introduction to Machine learning

Objectives: The aim of the course is to introduce machine learning concepts, and...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs
CSC-460 (DE)
BS
Introduction to Deep Learning

Objectives: Machine learning and deep neural networks, backpropagation gradient ...

[AI] Artificial Intelligence
3 cr (3 Th) No CLOs
CSC-521 (DE)
BS
Introduction to Data Science

Objectives: End-to-end data science pipeline: statistical modeling, Python data ...

[DS] Data Science
3 cr (3 Th) No CLOs
CSC-522 (DE)
BS
Introduction to Big Data Analytics

Objectives: Big data platforms, Hadoop distributed file system, MapReduce progra...

[DS] Data Science
3 cr (3 Th) No CLOs
CSC-816 (DE)
BS
Medical Image Analysis

Introduction to medical image analysis, medical imaging modalities, image acquis...

3 cr (3 Th) No CLOs
CSC-817 (DE)
BS
Transfer Learning and Applications

Overview of machine learning and deep learning, neural networks and optimization...

3 cr (3 Th) No CLOs
CSC-819 (DE)
BS
Machine Learning for Software Engineering

Representation of problem and ML/DL models for Software Engineering tasks relate...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs
CSC-825 (DE)
BS
Machine Learning

Introduction: Overview of machine learning, Machine learning applications and ex...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs
CSC-869 (DE)
BS
Advanced topics in Machine Learning

Introduction: Overview of machine learning, Machine learning applications and ex...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs
DSC-816 (DE)
MS
Medical Image Analysis

Introduction to medical image analysis, medical imaging modalities, image acquis...

3 cr (3 Th) No CLOs
DSC-817 (DE)
MS
Transfer Learning and Applications

Overview of machine learning and deep learning, neural networks and optimization...

3 cr (3 Th) No CLOs
DSC-819 (DE)
MS
Machine Learning for Software Engineering

Representation of problem and ML/DL models for Software Engineering tasks relate...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs
DSC-825 (DE)
MS
Machine Learning

Introduction: Overview of machine learning, Machine learning applications and ex...

[AI] Artificial Intelligence [DS] Data Science
3 cr (3 Th) No CLOs