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Foundations of Diffusion Models in Generative AI
Microcredential
COURSE DESCRIPTION
Description:
Foundations of Diffusion Models in Generative AI introduces the mathematical and conceptual foundations of diffusion models, a class of generative models used in modern AI systems for image and content generation. Learners progress from probability and optimization fundamentals to variational autoencoders and diffusion-based generative modeling. Applications of generative models will also be presented toward the end of the class.
Registration in this course is subject to the Purdue University Online Non-Credit Policies.
SECTION DETAILS
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Course Section
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Course:
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POL 815-00
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Term:
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27FY
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Section Number:
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1
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Schedule Number:
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30136
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Instructor(s):
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Staff
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