Advanced Topics in Data Science

Dive into advanced methods for data wrangling, data visualization, and statistical modeling and prediction.

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Archived

Closed

$3,100

Online

Pace

Instructor-led

Subject

Data Science

Course Language

English

Video transcript

English

Difficulty

Advanced

Credit

Degree Credit

Platform

Extension School, Harvard Division of Continuing Education

Topics

Data Science

Data Analysis

Data Visualization

Associated Schools

Harvard Extension School

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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.

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Instructors

Pavlos Protopapas

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