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Course Catalog

Department of Computer Sciences — 16 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)
DS
Data Science Specialization Track — Focuses on big data analytics, data mining, predictive statistical modeling, and knowledge extraction.
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CSC-431 (DE)
BS
Introduction to Recommender Systems

Objectives: Concepts and algorithms of recommender systems, collaborative and co...

[DS] Data Science
3 cr (3 Th) No CLOs
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-454 (DE)
BS
Introduction to Semantic Web

Objectives: Objective is to introduce semantic web technology to the students so...

[DS] Data Science
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-466 (DE)
BS
Digital Image Processing

Objectives: The course introduces digital image processing. It mainly focuses on...

[DS] Data Science
3 cr (3 Th) No CLOs
CSC-479 (DE)
BS
Web Information Retrieval

Objectives: Information retrieval and web search engine anatomy, crawling, link ...

[DS] Data Science
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-531 (DE)
BS
Parallel and Distributed Computing

Objectives: Parallel and distributed architectures, GPU programming, MPI message...

[DS] Data Science
3 cr (3 Th) No CLOs
CSC-535 (DE)
BS
Cloud DevOps

Objectives: The main objective of the course is to develop skills for seamlessly...

[DS] Data Science
3 cr (2 Th + 1 Lab) 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-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
ST-101 (GE)
BS
Probability and Statistics

Objectives: Statistical concepts, measures of central tendency/dispersion, proba...

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