ENVIRON 514

Machine Learning in Environmental Science

Duke University · UGRD · Fall 2026

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This course provides an introduction to machine learning (ML) techniques with a focus on applications in environmental and climate science. Students will learn fundamental ML concepts and apply them to real-world environmental challenges, such as climate modeling, remote sensing analysis, and ecosystem management. The course emphasizes hands-on experience, using Python-based ML libraries such as scikit-learn and Keras to analyze environmental datasets.

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Class #duke-ENVIRON514Fall 2026UGRD3 credits
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