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Course Catalog

Department of Computer Sciences — 334 courses available

Course Catalog
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-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-818 (DE)
BS
Advanced Computer Vision

Advanced Image Processing Techniques, Image enhancement: multi-scale processing,...

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-821 (DE)
BS
Design for Usability

Principles for designing the product; Development process for user interaction; ...

3 cr (3 Th) No CLOs
CSC-822 (DE)
BS
Modeling of Web Information Systems

Web modeling concepts; Modeling the Web applications for requirements engineerin...

3 cr (3 Th) No CLOs
CSC-823 (DE)
BS
Data Warehousing

Overview of the course and a brief history; Data Warehouse Architecture; Extract...

3 cr (3 Th) No CLOs
CSC-824 (DE)
BS
Peer-To-Peer Systems

Overview of P2P Systems and brief history; Taxonomy of P2P Networks/Systems and ...

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-826 (DE)
BS
Pattern Recognition

Introduction: Overview of pattern recognition, review of matrix algebra, probabi...

3 cr (3 Th) No CLOs
CSC-827 (DE)
BS
Social Network Analysis

Introduction to social networks, random network models, identifying connected co...

3 cr (3 Th) No CLOs
CSC-828 (DE)
BS
Computational Modeling

Introduction to Computational Modeling, History, Motivation and Prospects; Model...

3 cr (3 Th) No CLOs
CSC-831 (DE)
BS
Multimedia Retrieval Techniques

Multimedia content and motivations for multimedia retrieval; Issues of multimedi...

3 cr (3 Th) No CLOs
CSC-832 (DE)
BS
Metadata for Information Resources

Overview of the course and Metadata; History of schemes and metadata communities...

3 cr (3 Th) No CLOs
CSC-833 (DE)
BS
Information Privacy and Access Control

Privacy, Privacy policies; Privacy enforcement; Adaptive privacy management; Acc...

3 cr (3 Th) No CLOs
CSC-834 (DE)
BS
Multimedia Communications

Introduction and Recent history of multimedia technologies; Digital Image, Video...

3 cr (3 Th) No CLOs
CSC-835 (DE)
BS
Ubiquitous Information Interaction

information Interaction; Seminal ideas of ubiquitous computing; Tangibility and ...

3 cr (3 Th) No CLOs
CSC-836 (DE)
BS
Search Spaces Discovery

Information needs; information seeking behavior; search types: lookup, explorato...

3 cr (3 Th) No CLOs
CSC-837 (DE)
BS
Multimodal User Interfaces

Classical interaction models and paradigms; human cognitive models and interacti...

3 cr (3 Th) No CLOs
CSC-838 (DE)
BS
Recommender Systems

Introduction to recommender systems; Collaborative recommendation; Content-based...

3 cr (3 Th) No CLOs
CSC-839 (DE)
BS
Information Cryptography

Introduction to Nondeterministic and deterministic cryptography, Computationally...

3 cr (3 Th) No CLOs
CSC-841 (DE)
BS
Advanced Social Network Analysis

Overview of social network analysis; dynamic networks – representation, measures...

3 cr (3 Th) No CLOs
CSC-842 (DE)
BS
Research in Social Computing

Introduction to social computing – goals, challenges, and recent research; socia...

3 cr (3 Th) No CLOs
CSC-843 (DE)
BS
Advanced Information Retrieval Techniques

Information Retrieval, Boolean Retrieval Model and Query Processing, Phrase Quer...

3 cr (3 Th) No CLOs
CSC-844 (DE)
BS
Advanced Digital Image Processing

Review of digital image fundamentals, noise models, image restoration, image de-...

3 cr (3 Th) No CLOs