MCS Concentration in Applied AI

List of AAI Courses

Students are required to take the following two courses. (Please refer to this link for the detailed program requirements).
  • CSI 5155 Machine Learning (3 units)
  • CSI 5195 Ethics for Artificial Intelligence (3 units)

    Other AAI Courses (only some are offered in any given year):
  • CSI 5101 Knowledge Representation (3 units)
  • CSI 5107 Principle of Intelligent Transportation Systems (3 units)
  • CSI 5108 Introduction to Convex Optimization (3 units)
  • CSI 5128 Swarm Intelligence (3 units)
  • CSI 5131 Parallel Algorithms and Applications in Data Science (3 units)
  • CSI 5135 Information Visualization and Visual Analytics (3 units)
  • CSI 5149 Graphical Models and Applications (3 units)
  • CSI 5153 Data Management for Business Intelligence (3 units)
  • CSI 5154 Algorithms for Data Science (3 units)
  • CSI 5166 Applications of Combinatorial Optimization (3 units)
  • CSI 5180 Topics in Artificial Intelligence (3 units)
  • CSI 5183 Evolutionary Computation and Artificial Life (3 units)
  • CSI 5185 Statistical and Syntactic Pattern Recognition (3 units)
  • CSI 5218 Uncertainty Evaluation in Engineering Measurements and Machine Learning (3 units)
  • CSI 5340 Introduction to Deep Learning and Reinforcement Learning (3 units)
  • CSI 5341 Learning-based Computer Vision (3 units)
  • CSI 5342 Ubiquitous Sensing for Smart Cities (3 units)
  • CSI 5343 AI-Enabled Communications (3 units)
  • CSI 5346 Mining Software Repositories (3 units)
  • CSI 5350 Machine Learning for Healthcare (3 units)
  • CSI 5386 Natural Language Processing (3 units)
  • CSI 5387 Data Mining and Concept Learning (3 units)
  • CSI 5388 Topics in Machine Learning (3 units)
  • CSI 5390 Learning Systems from Random Environments (3 units)
  • CSI5186 AI-enabled Software Verification and Testing s (3 units)
  • CSI5187 Applications of NLP and ML in Software Engineering s (3 units)
  • CSI5177 Advanced Machine Learning (3 units)

  • CSI 5137/38/39/40 Selected Topics - it depends on the topic (they will be posted every year depending on the offering)

    List of all CS Courses (note that a course could belong to more than one category}