Course Syllabus

• Computer Science »
• Course Syllabus

• Data Science

  • Big Data Analytics
  • Data Mining
  • Data Visualization
  • Data Base Management Systems

• Machine Learning, Modeling and Optimization

  • Machine Learning
  • Machine Learning in Quantitative Finance
  • Graphical Models
  • Quickest Detection of Abrupt Changes
  • Modeling and Simulation
  • Stochastic Optimization

• Theory

  • Advanced Data Structures
  • Algorithms for Big Data
  • Artificial Intelligence
  • Combinatorial Algorithms

• Computing

  • Parallel Scientific Computing
  • Programming Massively Parallel Systems
  • Parallel Scientific Computation
  • Software Analysis and Transformation
  • Programming Languages

• Text Data

  • Natural Language Processing
  • Text Mining
  • Pattern Matching
  • Web Information Retrieval and Data Mining

• Visual Data

  • Computer Vision and Image Processing
  • 3D Photography
  • Vision, Brain, and Assistive Technologies

• Social and Cultural

  • Social Network Analysis
  • Social and Cultural Computing

• Systems

  • Cybersecurity and Human computer Interaction
  • Advanced Network Security and Malware 

• Professional Development

  • Computer Science Research ​​

• Cryptography

  • Modern Cryptography