Teaching

`Undergraduate Courses`

POLS 4716: Data Science for Political Analytics (Fall 2025)

Lecturer, Columbia University. A survey of different topics in data science (probability, causal inference, predictive models, AI/ML) with applications in political analytics.

POLS 3921: Media in U.S. Politics (Spring 2024)

Lecturer, Columbia University. A seminar covering different topics, theories, and studies of political communication in American politics.

syllabus

GOV 1759: Behavioral Insights for Public Policy (Spring 2022)

Teaching Fellow, Harvard University. An introduction to behavioral science with applications including public health, finance, elections, and social policy.

GOV 1347: Election Analytics (Fall 2020)

Teaching Fellow, Harvard University. Using data science to analyze voting behavior and forecast presidential election outcomes in the United States.

syllabus forecasts

`Online Courses`

How to use NLP and Gen AI in Survey Research (Fall 2024)

Instructor, AAPOR Short Course. Fundamentals and practice of using natural language processing (NLP) and large language models for survey research applications.

course supplementary materials

Deep Learning in Python (Fall 2018)

Instructor, SAGE Research Methods. Fundamentals of machine learning using deep neural networks with practical Python applications in thumbnail and text analysis.

notebooks videos

Principles of Data Science (Fall 2018)

Instructor, SAGE Ocean. A guide for social scientists to use advanced data science methods in their research.

videos

`Graduate Courses`

GOV 2001: Quantitative Social Science I (Fall 2021)

Teaching Fellow, Harvard University. An introduction to data science and social scientific research.

site videos

GOV 2002: Quantitative Social Science II (Spring 2021)

Teaching Fellow, Harvard University. Quantitative social science methods covering probability, frequentist inference, and linear models.

site

Soubhik Barari

Teaching

Undergraduate Courses

Online Courses

Graduate Courses

`Undergraduate Courses`

`Online Courses`

`Graduate Courses`