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  • CS 6770

    Natural Language Processing
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    Last Taught

    Spring 2026

    This course explores Natural Language Processing (NLP), examining how computers are trained to understand and process human language. Students will gain a thorough understanding of both core NLP concepts and advanced techniques, including text analysis, language modeling, machine translation, question answering, text generation, conversation modeling, and the latest advancements in large language models.

  • CS 6771

    Reinforcement Learning
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    Last Taught

    Spring 2026

    This course focuses on the core principles of RL. Like statistical learning, a central challenge of RL is to generalize learned capabilities to unseen environments. However, RL faces additional challenges such as exploration-exploitation tradeoff, credit assignment, and distribution mismatch between behavior and target policies. Throughout the course, we will delve into various solutions to these challenges and provide theoretical justifications.

  • CS 6890

    Industrial Applications
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    Last Taught

    Spring 2026

    A graduate student returning from Curricular Practical Training can use this course to claim one credit hour of academic credit after successfully reporting, orally and in writing, a summary of the CPT experience to his/her academic advisor.

  • CS 6993

    Independent Study
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    Last Taught

    Spring 2026

    Detailed study of graduate course material on an independent basis under the guidance of a faculty member.

  • CS 7993

    Independent Study
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    Last Taught

    Spring 2026

    Detailed study of graduate course material on an independent basis under the guidance of a faculty member.

  • CS 7995

    Supervised Project Research
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    Last Taught

    Spring 2026

    Formal record of student commitment to project research for the Master of Computer Science degree under the guidance of a faculty advisor.

  • CS 8897

    Graduate Teaching Instruction
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    Last Taught

    Spring 2026

    For master's students who are teaching assistants.

  • CS 8999

    Thesis
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    Last Taught

    Spring 2026

    Formal record of student commitment to thesis research for the Master of Science degree under the guidance of a faculty advisor. May be repeated as necessary.

  • CS 9897

    Graduate Teaching Instruction
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    Last Taught

    Spring 2026

    For doctoral students who are teaching assistants.

  • CS 9999

    Dissertation
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    Last Taught

    Spring 2026

    Formal record of student commitment to doctoral research under the guidance of a faculty advisor. May be repeated as necessary.