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TTK Faculty Hiring Announcement

AIM has openings for 30 tenured and/or tenure-track faculty positions in artificial intelligence, broadly defined.

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AI Education at UMD

Academics

AI Education at UMD


AIM is working with faculty and staff across campus to develop the following new degree programs:

B.S. in AI
B.A. in AI
M.S. in AI
Ph.D. in AI

How can we get our students to think about how AI can increase access to a living wage, education or health care? AIM promises to be a unique place for looking at AI in new ways, including applying feminist methods of scholarship to look at how AI is made and what it’s used for.

Neda Atanasoski, AIM Associate Director for Education

Professor and Chair of the Harriet Tubman Department of Women, Gender and Sexuality Studies

 

'23-'24 AI-Related Course List

View current courses

Click the program names to see all available courses.

 

AMSC - Applied Mathematics & Statistics, and Scientific Computation

AMSC808X: Advanced Topics in Applied Mathematics; Machine Learning for Scientific Computing (1 cr)

AOSC - Atmospheric & Oceanic Science

AOSC650: Neural Networks for the Physical Sciences (3 cr)

ARCH - Architecture

ARCH418D: Selected Topics in Architectural Technology; The future of Sustainability:Human:centered Design, EmergingTechnologies, and Artificial Intelligence (3 cr)

AREC - Agricultural and Resource Economics

AREC280: Harvesting Big Data to Examine Agriculture and Climate Change (3 cr)

AREC380: Data Science for Environmental and Resource Economics (3 cr)

ARHU - Arts and Humanities

ARHU299M: Studies in Humanities Technology; Machine Learning in Language and Art (3 cr)

ARTT - Art Studio

ARTT489E: Advanced Special Topics in Art; Creative Experiments with AI (1 cr)

BCHM - Biochemistry

BCHM477: Biomolecular Measurement and Data Analysis (3 cr)

BDBA - Business Administration

BDBA803: Causal Methods in Business Research (3 cr)

BDBA868A: Special Topics in Management; AI and Business Strategy (2 cr)

BIOE - Bioengineering

BIOE658I: Special Topics in Bioengineering (M.Eng.); Machine Learning (3 cr)

BIOI - Bioinformatics and Computational Biology

BIOI602: Principles of Data Science (3 cr)

BIOI603: Principles of Machine Learning (3 cr)

BMGT - Business and Management

BMGT347: Quantitative Financial Analysis (3 cr)

BMGT404: Essential Data Skills for Business Analytics (3 cr)

BMGT408E: Emerging Topics in Information Systems; Big Data and AI using Cloud Computing (3 cr)

BMGT758A: Special Topics in Business and Management; AI and Business Strategy (2 cr)

BMGT758W: Special Topics in Business and Management; Foundations of AI (2 cr)

BMGT808J: Special Topics in Information Systems; Research in Responsible AI (2 cr)

BMGT808K: Special Topics in Information Systems; AI Design and Policy (2 cr)

BMGT838M: Special Topics in Operations Management/Management Science; Machine Learning for Causal Inference and Decision Support (2 cr)

BMSO - Business

BMSO603: Data Mining and Predictive Analytics (3 cr)

BMSO758Q: Special Topics in Business; Big Data and Artificial Intelligence for Business (3 cr)

BSOS - Business

BSOS233: Data Science for the Social Sciences (3 cr)

BSOS326: Python Programming for the Social Sciences (3 cr)

BUAC - Accounting and Information Assurance

BUAC716: Auditing Automation and Analytics (2 cr)

BUDT - Decision and Information Technologies

BUDT733: Data Mining and Predictive Analytics (2 cr)

BUDT751: Harnessing AI for Business (2 cr)

BUDT758B: Special Topics in Decision, Operations and Information Technologies; Big Data and Artificial Intelligence for Business (3 cr)

BUFN - Finance

BUFN403: Capstone Computational Finance Projects (3 cr)

BUFN650: Machine Learning in Finance (2 cr)

BUMK - Marketing

BUMK746: Data Science for Customer Analytics (3 cr)

BUSI - Business

BUSI718A: Special Topics in Business; Foundations of AI (2 cr)

BUSI758X: Special Topics in Business; AI and Business Strategy (2 cr)

BUSM - Business Management

BUSM715: Digital Marketing (2 cr)

BUSM758A: Special Topics in Business; AI and Business Strategy (2 cr)

BUSM758R: Special Topics in Business; Foundations of AI (2 cr)

CCJS - Criminology and Criminal Justice

CCJS418E: Seminar in Criminology and Criminal Justice; Applications of Data Science in Criminology (3 cr)

CCJS699F: Special Criminological Problems; Data Sciences (3 cr)

CHBE - Chemistry and Biomolecular Engineering

CHBE452: Introduction of Machine Learning in Chemical Engineering (3 cr)

CHBE652: Introduction of Machine Learning in Chemical Engineering (3 cr)

CMSC - Computer Science

CMSC116: You and I, and Generative AI (3 cr)

CMSC141: Programming with Purpose I: Data-Centric Computing (4 cr)

CMSC320: Introduction to Data Science (3 cr)

CMSC396H: Computer Science Honors Seminar (1 cr)

CMSC398E: Special Topics in Computer Science; Essential Data Science Skill & Techniques (1 cr)

CMSC421: Introduction to Artificial Intelligence (3 cr)

CMSC422: Introduction to Machine Learning (3 cr)

CMSC425: Game Programming (3 cr)

CMSC426: Computer Vision (3 cr)

CMSC454: Algorithms for Data Science (3 cr)

CMSC470: Introduction to Natural Language Processing (3 cr)

CMSC472: Introduction to Deep Learning (3 cr)

CMSC473: Capstone in Machine Learning (3 cr)

CMSC477: Robotics Perception and Planning (3 cr)

CMSC498E: Selected Topics in Computer Science; Robotics (3 cr)

CMSC498Y: Selected Topics in Computer Science; Statistical Inference and Machine Learning Methods for Genomics Data (3 cr)

CMSC673: Capstone in Machine Learning (3 cr)

CMSC720: Foundations of Deep Learning (3 cr)

CMSC723: Natural Language Processing (3 cr)

CMSC740: Advanced Computer Graphics (3 cr)

CMSC742: Algorithms in Machine Learning: Guarantees and Analyses (3 cr)

CMSC756: Robotics (3 cr)

CMSC818B: Advanced Topics in Computer Systems; Decision-Making for Robotics (3 cr)

CMSC828A: Advanced Topics in Information Processing; Fantastic Machine Learning Paradigms and Where to use Them (3 cr)

CMSC848G: Selected Topics in Information Processing; Selected Topics in Machine Learning (3 cr)

CMSC848I: Selected Topics in Information Processing; Trustworthy Machine Learning (3 cr)

CMSC848J: Selected Topics in Information Processing; Cognitive Robotics (3 cr)

CMSC848Q: Selected Topics in Information Processing; How and Why Artificial Intelligence Answers Questions (3 cr)

COMM - Communication

COMM298M: Selected Topics in Communication; Machine Learning in Language and Art (3 cr)

DATA - Data Science

DATA110: Applications of R for Data Science (1 cr)

DATA120: Python Programming for Data Science (1 cr)

DATA200: Knowledge in Society: Science, Data and Ethics (3 cr)

DATA320: Introduction to Data Science (3 cr)

DATA602: Principles of Data Science (3 cr)

DATA603: Principles of Machine Learning (3 cr)

DATA604: Data Representation and Modeling (3 cr)

DATA606: Algorithms for Data Science (3 cr)

DATA607: Communication in Data Science and Analytics (3 cr)

DATA641: Natural Language Processing (3 cr)

ECON - Economics

ECON230: Applied Economic Statistics (3 cr)

ECON354: Using Big Data to Solve Economic and Social Problems (4 cr)

ECON432: Applied Machine Learning (4 cr)

ECON623: Econometrics I (3 cr)

ECON722: Econometrics IV (3 cr)

ENAE - Aerospace Engineering

ENAE450: Robotics Programming (3 cr)

ENAE488O: Topics in Aerospace Engineering; Introduction to Autonomous Multi-Robot Swarms (3 cr)

ENAE692: Introduction to Space Robotics (3 cr)

ENAE788M: Selected Topics in Aerospace Engineering; Hands On Autonomous Aerial Robotics (3 cr)

ENAE788O: Selected Topics in Aerospace Engineering; Introduction to Autonomous Multi-Robot Swarms (3 cr)

ENBC - Biocomputational Engineering

ENBC321: Machine Learning for Data Analysis (3 cr)

ENBC423: Applied Computer Vision (3 cr)

ENBC424: AI for Biocomputational Engineering (3 cr)

ENBC491: Senior Capstone Design in Biocomputational Engineering (3 cr)

ENCE - Civil Engineering

ENCE489X: Special Problems in Civil Engineering; Statistical and Machine Learning Models for Natural Hazards Prediction (3 cr)

ENCE622: Construction Automation & Robotics (3 cr)

ENCE688M: Advanced Topics in Civil Engineering; Theory-Guided Machine Learning (1 cr)

ENCE689X: Seminar; Statistical and Machine Learning Models for Natural Hazards Prediction (3 cr)

ENEB - Cyber-Physical Systems Engineering

ENEB345: Probability & Statistical Inference (3 cr)

ENEB346: Linear Algebra for Machine Learning Applications (3 cr)

ENEB456: Machine Learning Tools (3 cr)

ENEE - Electrical and Computer Engineering

ENEE408I: Capstone Design Project: Autonomous Control of Interacting Robots (3 cr)

ENEE436: Foundations of Machine Learning (3 cr)

ENEE439D: Topics in Signal Processing; Design Experience in Machine Learning (3 cr)

ENEE467: Robotics Project Laboratory (3 cr)

ENEE634: Learning and Statistical Signal Processing (3 cr)

ENEE769M: Advanced Topics in Controls; Robotics (3 cr)

ENFP - Fire Protection Engineering

ENFP201: Numerical Methods with MatLab (3 cr)

ENGL - English

ENGL289G: Special Topics in English; Machine Learning in Language and Art (3 cr)

ENMA - Materials Engineering

ENMA165: Introduction to Programming with Python (3 cr)

ENMA437: Machine Learning for Materials Science (3 cr)

ENMA637: Machine Learning for Materials Science (3 cr)

ENME - Mechanical Engineering

ENME413: Bio-Inspired Robotics (3 cr)

ENME420: De-Carbonization of Building Systems through Energy Audit, Renewable Energy, and Electrification (3 cr)

ENME435: Remote Sensing Instrumentation (3 cr)

ENME444: Assistive Robotics (3 cr)

ENME480: Introduction to Robotics (3 cr)

ENME485: Industrial AI (3 cr)

ENME691: Industrial AI (3 cr)

ENME737: Application of AI in Reliability: Prognostics and Systems Health Management (PHM) (3 cr)

ENME808E: Advanced Topics in Mechanical Engineering; Machine Learning: Theory and Applications (3 cr)

ENPM - Engineering, Professional Masters

ENPM604: Machine Learning Techniques Applied to Cybersecurity (3 cr)

ENPM605: Python Applications for Robotics (3 cr)

ENPM640: Rehabilitation Robotics (3 cr)

ENPM645: Human-Robot Interaction (3 cr)

ENPM661: Planning for Autonomous Robots (3 cr)

ENPM662: Introduction to Robot Modeling (3 cr)

ENPM663: Building a Manufacturing Robotic Software System (3 cr)

ENPM667: Control of Robotic Systems (3 cr)

ENPM673: Perception for Autonomous Robots (3 cr)

ENPM690: Robot Learning (3 cr)

ENPM692: Manufacturing and Automation (3 cr)

ENPM701: Autonomous Robotics (3 cr)

ENPM808E: Advanced Topics in Engineering; Underwater Robot Perception (3 cr)

ENPM808W: Advanced Topics in Engineering; Data Science (3 cr)

ENPM808X: Advanced Topics in Engineering; Software Development for Robotics (3 cr)

ENPM808Z: Advanced Topics in Engineering; Cognitive Robotics (3 cr)

ENPM809K: Special Topics in Engineering; Fundamentals for Artificial Intelligence and Deep Learning Framework (3 cr)

ENPM809Y: Special Topics in Engineering; Introductory Robot Programming (3 cr)

ENRE - Reliability Engineering

ENRE640: Collection and Analysis of Reliability Data (3 cr)

ENRE655: Advanced Methods in Reliability Modeling (3 cr)

ENSE - Systems Engineering

ENSE622: System Trade-off Analysis, Modeling, and Simulation (3 cr)

ENST - Environmental Science and Technology

ENST499E: Special Topics in Environmental Science and Technology; Artificial Intelligence for the Environment (3 cr)

ENTS - Environmental Science and Technology

ENTS669D: Special Topics in Computing; Foundations of Machine Learning (3 cr)

ENTS669K: Special Topics in Computing; AI Applications for 6G (3 cr)

GEOG - Geographical Sciences

GEOG398E: Special Topics in Geography; Introduction to Spatial Artificial Intelligence (3 cr)

GEOG461: Machine Learning for Computational Earth Observation Science (CEOS) (3 cr)

GEOG685: Machine Learning and Data Mining (3 cr)

GEOG688M: Selected Topics in GIS; Machine Learning for Computational Earth Observation Science (CEOS) (3 cr)

GEOL - Geology

GEOL789M: Machine Learning in Geoscience (3 cr)

GVPT - Government and Politics

GVPT622: Quantitative Methods For Political Science (3 cr)

HBUS - Business Honors

HBUS105: The Future of Analysis: Making Data Driven Decisions in Business (3 cr)

HGLO - Global Communities

HGLO101: Saving the World With Data (3 cr)

HLSA - Health Services Administration

HLSA776: Advanced Empirical Methods in Health Services Research (3 cr)

HNUH - University Honors

HNUH258V: Collective Behavior in Natural and Artificial Systems (3 cr)

IMDM - Immersive Media Design

IMDM350: Advanced Digital Media Theory (3 cr)

IMDM498E: Special Topics in Immersive Media; Creative Experiments with AI (3 cr)

INST - Information Science

INST414: Data Science Techniques (3 cr)

INST461: Emerging Technologies and Risk Management (3 cr)

INST713: Futures of Work (3 cr)

INST735: Natural Language Processing (3 cr)

INST737: Introduction to Data Science (3 cr)

INST762: Visual Analytics (3 cr)

INST767: Big Data Infrastructure (3 cr)

INST788B: Special Topics: Collaborative Curation; Trustworthy Machine Learning (3 cr)

JAPN - Japanese

JAPN447: Technologies of Japanese Performance (3 cr)

JOUR - Journalism

JOUR389W: News Coverage of Special Topics; News Alchemy: Journalism and Artificial Intelligence (3 cr)

JOUR689W: News Coverage of Specialized Topics; News Alchemy: Journalism and Artificial Intelligence (3 cr)

LING - Linguistics

LING723: Natural Language Processing (3 cr)

MSML - Machine Learning

MSML602: Principles of Data Science (3 cr)

MSML603: Principles of Machine Learning (3 cr)

MSML605: Computing Systems for Machine Learning (3 cr)

MSML640: Computer Vision (3 cr)

MSML641: Natural Language Processing (3 cr)

MSML642: Robotics (3 cr)

MSML651: Big Data Analytics (3 cr)

MSQC - Quantum Computing

MSQC603: Principles of Machine Learning (3 cr)

MSQC604: Quantum Computing Architectures and Algorithms (3 cr)

PHIL - Philosophy

PHIL211: AI & ETHICS (3 cr)

PHIL688F: Selected Problems in Philosophy; Trustworthy Machine Learning (3 cr)

PHPE - Philosophy, Politics, and Economics

PHPE308D: Special Topics in Philosophy, Politics, and Economics; Fairness in Machine Learning (3 cr)

PHPE308G: Special Topics in Philosophy, Politics, and Economics; The Philosophy in AI (3 cr)

PHYS - Physics

PHYS486: Machine Learning for Physicists (3 cr)

PHYS786: Machine Learning for Physicists (3 cr)

PLCY - Public Policy

PLCY610: Quantitative Aspects of Public Policy (3 cr)

PSYC - Psychology

PSYC417: Data Science for Psychology and Neuroscience Majors (4 cr)

PSYC431: Human and Animal Intelligence (3 cr)

SOCY - Sociology

SOCY456: Smart Machines and Human Prospects (3 cr)

SOCY462: Digital Technology and Society (3 cr)

STAT - Statistics

STAT426: Introduction to Data Science and Machine Learning (3 cr)

STAT707: Bayesian Statistics (3 cr)

STAT740: Linear Statistical Models I (3 cr)

STAT741: Linear Statistical Models II (3 cr)

SURV - Survey and Data Science

SURV613: Machine Learning for Social Science (3 cr)

SURV615: Statistical Modeling and Machine Learning I (3 cr)

SURV616: Statistical Modeling and Machine Learning II (3 cr)

SURV675: Modern Workflows in Data Science (2 cr)

SURV751: Introduction to Big Data and Machine Learning (1 cr)

SURV753: Machine Learning II (2 cr)

URSP - Urban Studies and Planning

URSP688Y: Recent Developments in Urban Studies; Smart Cities and Urban Data Science (3 cr)

VIPS - Vertically Integrated Projects

VIPS208R: Starting with Vertically Integrated Projects; 3D-Printed Video Game-Playing Soft Robots (1 cr)

VIPS308R: Engaging with Vertically Integrated Projects; 3D-Printed Video Game-Playing Soft Robots (1 cr)

VIPS408R: Leading with Vertically Integrated Projects; 3D-Printed Video Game-Playing Soft Robots (1 cr)



 

Did you teach an AI-related course that you'd like us to include? Email Melissa Tellez at mtellez1@umd.edu with the details and we'll add it to this page.

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