Module Materials

Explore our modules designed to build specific data science skill sets.

Module Type of Material Author Institution
Business Data Analytics 1   William Duncan This is the first workshop of four is a series of workshops for business analytics.
Business Data Analytics 2   William Duncan This is the second workshop of four is a series of workshops for business analytics.
Business Data Analytics 3   William Duncan This is the third workshop of four is a series of workshops for business analytics.
Business Data Analytics 4   William Duncan This is the third workshop of four is a series of workshops for business analytics.
Business Data Analytics 4   William Duncan This is a set of workshop materials for introductory Stata analysis.
Computer Approach to Art History   Lior Shamir The module provides step-by-step instructions and tools fort an empirical research-based experiment focused on data science approach to art history. The module allows to…
Data Bias and Fairness Series: Deconstructing and Mitigating Socio-Demographic Bias in AI Algorithms for Mental Health   Theodora Chaspari Dr. Chaspari’s presentation on “Deconstructing and Mitigating Socio-Demographic Bias in AI Algorithms for Mental Health” for the Data Bias and Fairness Speaker Series. In…
Data Bias and Fairness Series: Safety, Ethics, and Biases in AI and NLP Systems   Xuhui Zhou Xuhui Zhou’s presentation on “Safety, Ethics, and Biases in AI and NLP Systems” for the Data Bias and Fairness Speaker Series. In this lecture, Xuhui spoke about the biases…
Federal Data Workshops: the Bureau of Economic Analysis   William Duncan This is the second session of the Federal Data Workshops hosted in Spring 2025, covering the Bureau of Economic Analysis.
Federal Data Workshops: the Bureau of Labor Statistics   William Duncan This is the first session of the Federal Data Workshops hosted in Spring 2025, covering the Bureau of Labor Statistics.
Federal Data Workshops: the Census Bureau   William Duncan This is the fifth and final session of the Federal Data Workshops hosted in Spring 2025, covering the Census Bureau.
Federal Data Workshops: the National Center for Education Statistics   William Duncan This is the third session of the Federal Data Workshops hosted in Spring 2025, covering the National Center for Education Statistics.
Federal Data Workshops: the National Center for Health Statistics   William Duncan This is the fourth session of the Federal Data Workshops hosted in Spring 2025, covering the National Center for Health Statistics.
Introduction to Tableau   Janice Akao This module contains information that can be used to provide a 3 hour hand-on workshop where participants are exposed to data science through an introductory PowerPoint. and…
KDSC R Workshop: Intro to R & Data Wrangling   Jeff Girard This is the first session in the R workshop series, covering intro to R & data wrangling.
Stata Workshop 1:Data Wrangling Workshop Material William Duncan This is the first session in the Spring 2025 Stata Workshop series, covering data wrangling in Stata.
Stata Workshop 2:Visualization   William Duncan This is the second session in the Spring 2025 Stata Workshop series, covering data wrangling in Stata.
Stata Workshop 3:Data Wrangling   William Duncan This is the third and final session in the Spring 2025 Stata Workshop series, covering statistics in Stata.
Text Analysis Protocol   Lior Shamir The purpose of this document is to show how to perform automatic classification and analysis of text files. Automatic classification of text files is done by computers…
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