Teaching | Text Data Course

This pageĀ hosts material for a mini-course in text analysis and machine learning, with a focus on legal and political applications.

90-Minute Intro to Text Data (May 2019)

Course Syllabus

Slides and Code Notebooks

Python Setup Instructions

Problem Sets

Term Paper Requirements

Econometrics

Math for Social Science

Data Analysis Workflow

How to do an Applied Micro Talk

Varanya Chaubey, The Little Book of Research Writing (Amazon Link)

Machine Learning

Math for Machine Learning

Deep Learning for Coders

Stata

Introduction to Stata

Stata Cheat Sheet

Python

Codecademy Online Python Course

Python for Economists

Python for Econometrics

Stata to Python Recipes


Text Data Course 2017 (Max Planck Summer School)