Module Materials
Explore our modules designed to build specific data science skill sets.
| Module | Type of Material | Author | Institution |
|---|---|---|---|
| Business Data Analytics 1 | This is the first workshop of four is a series of workshops for business analytics. | ||
| Business Data Analytics 2 | This is the second workshop of four is a series of workshops for business analytics. | ||
| Business Data Analytics 3 | This is the third workshop of four is a series of workshops for business analytics. | ||
| Business Data Analytics 4 | This is the third workshop of four is a series of workshops for business analytics. | ||
| Business Data Analytics 4 | This is a set of workshop materials for introductory Stata analysis. | ||
| Computer Approach to Art History | 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 | 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’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… | ||
| Data Management in Python | This workshop introduces students to using Python for data analysis. We give an overview of proper setup of Python in a local environment and also using Python in Google… | ||
| Data Management in R | This workshop shows students how to clean and manage a data set in R. There are two R code files in this workshop. The first takes in a fake data set of corporate mergers… | ||
| Data Management in Stata | This workshop walks students through the application of data management techniques in a research environment. The focus is on best practices for downloading, transforming… | ||
| Federal Data Workshops: the Bureau of Economic Analysis | 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 | 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 | 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 | 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 | This is the fourth session of the Federal Data Workshops hosted in Spring 2025, covering the National Center for Health Statistics. | ||
| Introduction to Tableau | 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 | This is the first session in the R workshop series, covering intro to R & data wrangling. | ||
| Stata Workshop 1:Data Wrangling | Workshop Material | This is the first session in the Spring 2025 Stata Workshop series, covering data wrangling in Stata. | |
| Stata Workshop 2:Visualization | This is the second session in the Spring 2025 Stata Workshop series, covering data wrangling in Stata. | ||
| Stata Workshop 3:Data Wrangling | This is the third and final session in the Spring 2025 Stata Workshop series, covering statistics in Stata. | ||
| Text Analysis Protocol | 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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