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CS 8751: Artificial Intelligence and Machine Learning
3.00 Credits
University of Minnesota-Duluth
(4 cr; QP-5776 or #; SP-5751 or #; A-F only) Overview of advanced artificial intelligence topics such as machine learning, knowledge representation, machine vision, natural language processing, search, logic and deduction, problem solving, planning, and robotics. Significant software project required.
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CS 8751 - Artificial Intelligence and Machine Learning
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CS 8761: Natural Language Processing
3.00 Credits
University of Minnesota-Duluth
Seeks to analyze, generate, and understand human language via computational techniques. This course focuses on empirical approaches to lexical and syntactic analysis, semantic interpretation, and discourse processing. Specific applications include part-of-speech tagging, machine translation, and authorship attribution.
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CS 8761 - Natural Language Processing
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CS 8771: Advanced Computational Logic
3.00 Credits
University of Minnesota-Duluth
Review of mathematical logic. In-depth introduction to one or more applications of logic in computer science, such as automated theorem proving, model checking, declarative logic programming, hardware and software verification. Includes hands-on experience with implemented computational logic systems.
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CS 8771 - Advanced Computational Logic
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CS 8777: Thesis Credits:Master's
1.00 - 18.00 Credits
University of Minnesota-Duluth
(1-18 cr [max 50 cr]; SP-Max 18 cr per semester or summer; 10 cr total required [Plan A only])
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CS 8777 - Thesis Credits:Master's
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CS 8993: Seminar
1.00 - 3.00 Credits
University of Minnesota-Duluth
Presentation and discussion of articles in literature and/or of current research in department.
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CS 8993 - Seminar
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CS 8995: Special Topics
3.00 Credits
University of Minnesota-Duluth
(1-4 cr [max 8 cr]; QP-CS grad student, #; SP-CS gradstudent, #; A-F only) Topics not available in standard curriculum. Topic announced in Class Schedule.
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CS 8995 - Special Topics
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CSD 1100: Phonetics
3.00 Credits
University of Minnesota-Duluth
Study and practice of International Phonetic Alphabet. English and non-English speech sounds as they occur separately and in connected speech. Variations in speech production as related to regional and/or class distinctions.
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CSD 1100 - Phonetics
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CSD 2001: American Sign Language Studies I
3.00 Credits
University of Minnesota-Duluth
Application of basic vocabulary in American Sign Language and the fingerspelling alphabet. Introduction to various sign systems and their use by the deaf community.
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CSD 2001 - American Sign Language Studies I
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CSD 2002: American Sign Language Studies II
3.00 Credits
University of Minnesota-Duluth
Expansion of vocabulary base in American Sign Language. Comparative linguistic study of various sign systems, their use by the deaf community. In-depth study of principles of American Sign Language as used receptively and expressively in communication with deaf individuals.
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CSD 2230: Human Communication Disorders
3.00 Credits
University of Minnesota-Duluth
Receptive and expressive human communication disorders. Importance of communication to human behavior; influence that communication disorders exert on broad spectrum of human activities. Professional roles and responsibilities of speech-language pathologists and audiologists.
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CSD 2230 - Human Communication Disorders
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