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APK 4720

Artificial Intelligence for Movement Sciences

University of Florida 3 credits Applied Physiology and Kinesiology

Course Description

Apply AI technologies to the study of movement in healthy and diseased human populations. Utilize programming and data visualization while covering classical concepts of machine learning (e.g. linear regression and classification, ensemble-based algorithm, clustering, and neural networks) and modern machine learning methods for images and video processing (e.g. convolutional neural networks and transformers). Prerequisite: (MAC 1147 or MAC 2311 or STA 2023 or APK 3220C or BME 3219 (or obtain instructor permission) or EEL 3872) and PHI 3681.

Code
APK 4720
Credits
3
Subject
Applied Physiology and Kinesiology

Programs That Include This Course

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