COM-302
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Data Journalism
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Lecture course addressing the use and misuse of data and statistics in media. Data inputs into, and impact upon, the journalistic and communications process will be addressed through case studies. Data distillation techniques and storyboarding will b...
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CS-203L
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Machine Learning and AI
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This course will introduce machine learning and artificial intelligence (AI). This course will include lectures, discussions, assignments, hands-on experiences, and a project. The goal of the course will prepare and provide students with machine lear...
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CS-204L
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Visualization and Analytics
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This course is a visualization and analytics lab. This course will include lectures, discussions, assignments, hands-on experiences, and a project. The goal of the course, it will primarily focus on visualization and analytics of data science by prov...
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DS-100
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Intro to Tech and Innovation
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This course is meant to provide the foundations, an overview, and history of technology and innovation for data scientists, computer scientists, students in a computational or technology program, and students who are not in any computational or techn...
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DS-101
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Data Lifecycle
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This course is an introduction to data lifecycle, data structures, and data analytics that will cover data topics. This course will include lectures, discussions, assignments, and a project that could be used for future classes and investigation. Stu...
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DS-122
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Data Feminism
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Data is generated and used all around us, but not always inequitable ways. With examples that range from health and law to city planning and product design, this course will cover some of the ways women and other minorities are ignored and excluded f...
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DS-200
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Data Ethics
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This course is an introduction to ethics and policies in data science and cybersecurity that will cover philosophy, ethics, policy topics on data science and cybersecurity. This course will include lectures, discussions, discussion papers, and a proj...
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DS-300
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Ethics Seminar
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Seminar course following on and further developing concepts and skills in DS 200. Students will perform a service project in data ethics.
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DS-301
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Community-Engaged Computing: Dec Support
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Lecture course addressing the use of data analytics, visualization and visualization for evidence- based decision support across diverse organizations, with special reference to the potential impact of data-science mediated decision support on commun...
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DS-302
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Data Journalism
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Lecture course addressing the use and misuse of data and statistics in media. Data inputs into, and impact upon, the journalistic and communications process will be addressed through case studies. Data distillation techniques and storyboarding will b...
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DS-303
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Modeling for Prediction
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This course provides an overview of the modeling and prediction process, including definition of goals for prediction, effective data preparation, algorithms, modeling methods and verification/validation. Students will learn iterative refinement of m...
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DS-400
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Bayesian Statistics
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This course will introduce the Bayesian approach to data analysis (including choice of prior distributions and calculation of posterior distributions) with an emphasis on practical applications. Topics to be discussed include: Bayes’ Theorem; prior d...
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DS-401
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Healthcare Informatics and Analytics
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This course examines foundations of health informatics including in terms of its context within the modern health care system and also an understanding of the competencies in relation to health informatics project management. Topics covered include...
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DS-402
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Bus Analytics, Marketing & Forecasting
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Business analytics uses data and models to explain the performance of a business and how it can be improved. This course discusses the benefits of employing analytics and a structured approach to problem-solving in management situations. Topics to be...
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DS-403
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Digital Humanities
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This course will explore emerging forms of humanities scholarly production and digital methodologies, such as digital exhibits, digital mapping, text analysis, information visualization, and network analysis.
Prerequisites: EN 102, COM 101, DS 100 or...
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DS-404
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Geo-Tagging & GIS
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Overview of Geographical Information Systems and geo-coded data and applications across natural and social sciences, humanities, environmental studies, engineering, and management. Topics will include ArcGIS software package, spatial data acquisition...
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DS-405
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Advanced R
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Advanced skills and packages in R statistical analysis software.
Prerequisites: EN 102, COM 101, CS 201
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DS-406
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Advanced Python
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Advanced programming and applications of the Python programming language.
Prerequisites: EN 102, COM101, CS 202
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DS-407
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Data Sci for Env Sciences
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Lecture and project-based course addressing applications of data science, data analytics and visualization to the environmental sciences. Decision support, data aggregation and predictive modeling will be applied to problems sets from conservation, n...
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DS-495
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Data Science Directed Research
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This course is a research method and directed research course in data science. The course will include lectures, discussions, assignments used for the directed research project, and a semester long directed research project. The goal of the course ha...
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DS100
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Introduction to Technology and Innovat
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Introduction to Technology and Innovation Past, Present, and Future. This course is an introduction to data science that will cover data science topics. This course will include lectures, discussions, assignments, and a project that could be use...
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DS101
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Data Lifecycle
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This course is an introduction to data lifecycle, data structures, and data analytics that will cover data topics. This course will include lectures, discussions, assignments, and a project that could be used for future classes and investigation. Stu...
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DS122
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Data Feminism
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Data is generated and used all around us, but not always inequitable ways. With examples that range from health and law to city planning and product design, this course will cover some of the ways women and other minorities are ignored and exclu...
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DS200
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Data Ethics
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This course is an introduction to ethics and policies in data science and cybersecurity that will cover philosophy, ethics, policy topics on data science and cybersecurity. This course will include lectures, discussions, discussion papers, and a proj...
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DS230
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Foundations of Geospatial Thinking
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This course introduces geographic perspectives that are foundational to Geographic Information Systems, including: human-environment interactions, spatial thinking, and systems thinking. Students will learn about the power of maps as communicative...
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DS231
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Cartographic Design
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This course provides an overview of design best practices in cartography (map-making). Students will learn how to choose: the best type of map, the appropriate scale and projection, and the most effective layout and format to represent the underly...
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DS300
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Ethics Seminar
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Seminar course following on and further developing concepts and skills in DS 200. Students will perform a service project in data ethics.
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DS301
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Decision Support&Stakeholder Engagement
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Lecture course addressing the use of data analytics, visualization and visualization for evidence- based decision support across diverse organizations, with special reference to the potential impact of data-science mediated decision support on commun...
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DS302
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Data Journalism
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Lecture course addressing the use and misuse of data and statistics in media. Data inputs into, and impact upon, the journalistic and communications process will be addressed through case studies. Data distillation techniques and storyboarding w...
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DS303
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Modeling for Prediction
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This course provides an overview of the modeling and prediction process, including definition of goals for prediction, effective data preparation, algorithms, modeling methods and verification/validation. Students will learn iterative refinement of m...
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DS316
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Bhnd The Social Media Curtain
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This course will provide a better understanding and a glimpse behind the social media curtain on how your social media posts and data are being used. This course will include lectures, discussion, assignments, hand-on experiences with sanitized socia...
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DS316
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Behind the Social Media Curtain
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This course will provide a better understanding and a glimpse behind the social media curtain on how your social media posts and data are being used. This course will include lectures, discussion, assignments, hand-on experiences with sanitized...
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DS330
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Geo Computation
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Overview of Geographical Information Systems and geo-coded data and applications acrossnatural and social sciences, humanities, environmental studies, engineering, and management. Topics will include ArcGIS software package, spatial data acquisit...
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DS331
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Digital Image Process & Analy
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The Digital Image Processing & Analysis course will provide students with foundational knowledge of how to process, describe, and analyze imagery. This class will primarily use satellite imagery, though working with aerial imagery will be covered....
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DS400
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Bayesian Statistics
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This course will introduce the Bayesian approach to data analysis (including choice of prior distributions and calculation of posterior distributions) with an emphasis on practical applications. Topics to be discussed include: Bayes’ Theorem; prior...
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DS401
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Healthcare Informatics/Analyti
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This course examines foundations of health informatics including in terms of its context within the modern health care system and also an understanding of the competencies in relation to health informatics project management. Topics covered include t...
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DS402
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Bus Informatics/Mktg/Forcastg
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Business analytics uses data and models to explain the performance of a business and how it can be improved. This course discusses the benefits of employing analytics and a structured approach to problem-solving in management situations. Topics to be...
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DS403
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Digital Humanities
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This course will explore emerging forms of humanities scholarly production and digital methodologies, such as digital exhibits, digital mapping, text analysis, information visualization, and network analysis.
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DS404
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Geo-Tagging & GIS
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Overview of Geographical Information Systems and geo-coded data and applications across natural and social sciences, humanities, environmental studies, engineering, and management. Topics will include ArcGIS software package, spatial data acquisition...
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DS405
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Advanced R
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Advanced skills and packages in R statistical analysis software.
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DS406
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Advanced Python
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Advanced programming and applications of the Python programming language.
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DS407
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Data Science for Environmental Sciences
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Lecture and project-based course addressing applications of data science, data analytics and visualization to the environmental sciences. Decision support, data aggregation and predictive modeling will be applied to problems sets from conservation, n...
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DS420/520
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Foundations of Geospatial Thinking
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This course introduces geographic perspectives that are foundational to Geographic Information Systems, including: human-environment interactions, spatial thinking, and systems thinking. Students will learn about the power of maps as communicative to...
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DS430
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Spatial Statistics & Modeling
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The Spatial Statistics & Modeling class will build from the outcomes of the Bayesian Statistics course and provide students with the ability to accurately describe and model spatial data. This course will utilize a combination of lectures and expe...
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DS431
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Remote Sensing & Machine Learning
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The Remote Sensing & Machine Learning course will combine the knowledge from the Digital
Image Processing & Analysis and Spatial Modeling & Statistics course with that of the Machine
Learning and AI experiential work. This course will teach students...
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DS431
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Remote Sensing & Machine Learning
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The Remote Sensing & Machine Learning course will combine the knowledge from the Digital Image Processing & Analysis and Spatial Modeling & Statistics course with that of the Machine Learning and AI experiential work. This course will teach studen...
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DS432
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Advanced Remote Sensing
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This course will teach students advanced image processing and analysis. This will include aerial, hyperspectral, LiDAR, and SAR imagery at minimum. Students will learn how to select and prepare scenes alongside orthorectification and the necessary...
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DS433
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Cloud & Server GIS
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This course will teach students how to conduct geocomputing in the cloud with server
resources. Emphasis will be placed on using a cloud-based platform and the Esri web
technologies (ArcGIS Server, Portal for ArcGIS, ArcGIS Online) commonly used by U...
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DS433
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Cloud & Server Gis
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This course will teach students how to conduct geocomputing in the cloud with server resources. Emphasis will be placed on using a cloud-based platform and the Esri web technologies (ArcGIS Server, Portal for ArcGIS, ArcGIS Online) commonly used b...
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DS434
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Spatial Analysis
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This course looks at how things are organized on the Earth's surface. Spatial analysis uses the data rich environment we now have available to understand how objects and entities relate to and interact with each other in space and time. Spatial st...
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DS434
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Spatial Analysis
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This course looks at how things are organized on the Earth’s surface. Spatial analysis uses the
data rich environment we now have available to understand how objects and entities relate to
and interact with each other in space and time. Spatial stati...
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DS495
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Data Science Directed Research
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This course is a research method and directed research course in data science. The course will include lectures, discussions, assignments used for the directed research project, and a semester long directed research project. The goal of the course ha...
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DS520/420
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Foundations of Geospatial Thinking
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This course introduces geographic perspectives that are foundational to Geographic Information
Systems, including: human-environment interactions, spatial thinking, and systems thinking. Students
will learn about the power of maps as communicative to...
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DS530
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Capstone in Geospatial Intelligence
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This course constitutes a culminating experience in the Geospatial Intelligence Certificate
program (GEOINT). The course includes a semester project that demonstrates a GEOINT
student's skills and ability to apply advanced knowledge of geospatial pri...
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DS530
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Capstone in Geospatial Intelligence
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This course constitutes a culminating experience in the Geospatial Intelligence Certificate program (GEOINT). The course includes a semester project that demonstrates a GEOINT student's skills and ability to apply advanced knowledge of geospatial...
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