dobriban/Topics-in-deep-learning

Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)

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This is a collection of educational materials for an advanced seminar on deep learning topics. It includes syllabi, lecture notes, and presentation slides covering a wide array of advanced deep learning concepts and applications. This resource is designed for graduate students, researchers, or practitioners looking to deepen their understanding of cutting-edge deep learning techniques.

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Use this if you are a graduate student, researcher, or practitioner seeking to explore advanced and specialized topics in deep learning beyond foundational knowledge.

Not ideal if you are looking for an introductory course to learn the basics of deep learning or hands-on code for building deep learning models.

deep-learning-research machine-learning-education advanced-AI-topics academic-seminar AI-theory
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GPL-3.0

Last pushed

Dec 29, 2022

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