Course description

Building upon the material in CSCI E-109a, this course introduces advanced methods for data wrangling, data visualization, and statistical modeling and prediction. Topics include big data and database management, interactive visualizations, nonlinear statistical models, and deep learning. Students who have previously completed CSCI E-107 or CSCI E-109 cannot count CSCI E-109a or CSCI E-109b toward a degree or certificate.


  • Scientific Program Director, Institute for Applied Computational Science, John A. Paulson School of Engineering and Applied Sciences, Harvard University
  • Senior Lecturer on Statistics, Harvard University
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