Department of Computer Sciences — 65 courses found
Introduction: Overview of machine learning, Machine learning applications and ex...
Introduction: Overview of pattern recognition, review of matrix algebra, probabi...
Introduction to social networks, random network models, identifying connected co...
Multimedia content and motivations for multimedia retrieval; Issues of multimedi...
Overview of the course and Metadata; History of schemes and metadata communities...
Privacy, Privacy policies; Privacy enforcement; Adaptive privacy management; Acc...
Introduction and Recent history of multimedia technologies; Digital Image, Video...
information Interaction; Seminal ideas of ubiquitous computing; Tangibility and ...
Information needs; information seeking behavior; search types: lookup, explorato...
Classical interaction models and paradigms; human cognitive models and interacti...
Introduction to recommender systems; Collaborative recommendation; Content-based...
Introduction to Nondeterministic and deterministic cryptography, Computationally...
Introduction to social computing – goals, challenges, and recent research; socia...
Information Retrieval, Boolean Retrieval Model and Query Processing, Phrase Quer...
Review of Neural Networks, activation functions & back-propagation; multilayer n...
Introduction to NLP; Observations and Target Encoding; Tensors; Sequence Modelin...
Introduction to Graphs; Introduction to Deep Learning; Algorithms for Node Embed...