Probabilistic Topic Models and User Behavior
Offered By: Santa Fe Institute via YouTube
Course Description
Overview
Explore probabilistic topic modeling and user behavior analysis in this 53-minute seminar by David Blei from Columbia University. Delve into algorithms that analyze document collections to estimate latent thematic structures and learn how incorporating user behavior data enhances predictions and understanding of collection organization. Discover applications in recommendation systems and document collection analysis. Gain insights into the intersection of machine learning, natural language processing, and user interaction patterns in this Santa Fe Institute presentation.
Syllabus
Probabilistic Topic Models and User Behavior - David Blei, Columbia University
Taught by
Santa Fe Institute
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