• Introduction To Nlp

    This is an introductory course in natural language processing (NLP). It explores a broad set of NLP tasks and introduces the students to the data, methods, and baseline solutions related to each. Topics covered include n-gram language models, text classification, part of speech tagging, word sense disambiguation, named entity extraction, information retrieval, and question answering.…

  • Bayesian Robotics

    Principles of autonomous robotics control for unstructured environments. Probability theory, numerical techniques for recursive Bayesian estimation and multi-sensor data fusion, simultaneous localization and mapping, quantification of belief, Bayesian control.

  • Cloud Computing Security

    Offers a survey of security and privacy issues in Cloud Computing systems, along with an overview of current solutions and available technologies. Examines cloud computing models and threat model and security issues related to data and computation outsourcing, and explores practical applications of secure Cloud Computing. Offered by Info Sciences & Technology. May not be…

  • Cloud Computing Security

    Offers a survey of security and privacy issues in Cloud Computing systems, along with an overview of current solutions and available technologies. Examines cloud computing models and threat model and security issues related to data and computation outsourcing, and explores practical applications of secure Cloud Computing. Offered by Info Sciences & Technology. May not be…

  • Special Topics: Introduction To Lean Enterprise And Six Sigma

    This course covers an introduction to Lean enterprise and Six Sigma and will introduce students to various process improvement tools and techniques. These tools/techniques include (but are not limited to) DMAIC (Define, Measure, Analyze, Improve, and Control), value stream mapping, process mapping, gage R&R, data analysis, multivari-analysis, design of experiments, statistical process control, and process…

  • Traffic Operation

    This course provides students with fundamental knowledge of traffic operations including traffic data collection and analysis, safety and crash studies, traffic flow theory, highway capacity analysis, signalized intersection design and analysis, simulation modeling, and sustainable transportation system.

  • Operations Of Intrusion Detection For Forensics

    Introduces students to network and computer intrusion detection and its relation to forensics. Addresses intrusion detection architecture, system types, packet analysis, and products. Presents advanced intrusion detection topics such as intrusion prevention and active response, decoy systems, alert correlation, data mining, and proactive forensics. Offered by Electrical & Comp. Engineering. May not be repeated for credit.…

  • Mobile Systems And Applications

    A comprehensive study of modern mobile devices, with the special focus on smartphones and wearable devices. Topics include mobile operating systems, mobile device components, application development, human-computer interaction, data management, network systems, mobile intelligence, and mobile security. Lectures are enhanced and illustrated with several take-home, hands-on labs. A group-based, open-topic project involves specifying, developing, and…

  • Probabilistic Risk Assessment

    An introduction to probabilistic risk assessment methods as applied to nuclear power plants. Students will receive hands-on experience in PRA methods by designing and building a PRA model for an operational nuclear power plant. Students will use state-of-the-art software to design a nuclear plant model, using event trees, fault trees, industry failure and unavailability data,…

  • Machine Learning Security And Privacy

    Covers advanced topics in security and privacy of machine learning techniques, including differential privacy, data collection, adversarial machine learning, model watermarking, and formal verification. Students are expected to complete projects on technical topics related to the scope of the course. They will also get hands-on experience with frameworks such as TensorFlow and Tensorflow Lite. The…