Guest Lectures and Workshops
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Introduction to Deep Learning (March 2017).
slides
R
code
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Topic Models for Text Analysis (March 2017).
slides
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Exploratory Data Analysis (December 2016).
slides
Jupyter notebook
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Exploratory Data Analysis and Hypothesis Testing (October 2015).
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Introduction to Topic Models (October 2014).
Seminars and Talks
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Additive Models and Trees (March 2010).
slides
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Latent Dirichlet Allocation: Hyperparameter Selection and Applications to Electronic Discovery (October 2015).
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A Topic-Based Search, Visualization, and Exploration System (May 2015).
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SMART Electronic Legal Discovery via Topic Modeling (May 2014).
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A Machine Learning Based Topic Exploration and Categorization on Surveys (December 2012).