CSCI8615
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CSCI 8615 - Visualization and AI: Interpretability, Interactivity, and Beyond (3 Cr.)
Course description
This course explores the intersection of visualizations and AI, with a particular focus on leveraging visualization techniques to enhance the interpretability and interactivity of AI models, as well as to facilitate effective human-AI collaboration.
This course features a combination of lectures, presentations, and interactive discussions centered on selected papers. You will apply the concepts learned in class through paper digests, hands-on programming exercises, and final projects.
Prereq: Familiarity with data visualization, javascript, and machine learning is highly recommended.
This course features a combination of lectures, presentations, and interactive discussions centered on selected papers. You will apply the concepts learned in class through paper digests, hands-on programming exercises, and final projects.
Prereq: Familiarity with data visualization, javascript, and machine learning is highly recommended.
Minimum credits
3
Maximum credits
3
Is this course repeatable?
No
Grading basis
A-F - A-F Grade Basis
Lecture
Fulfills the writing intensive requirement?
No
Typically offered term(s)
Periodic Fall & Spring