KDSC | Module – KDSC

Module Overview

This page features a comprehensive collection of modules curated by our partners at KDSC. These resources include lecture slides, interactive tutorial content, and hands-on workshop materials, designed to enhance your learning and expertise in data science competency.

Module Lists

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.

Casuality

This module is a lecture slide that explains casuality.

Casuality Homework

This module is a hands-on homework assignment that students can enhance their understanding of causality and develop programming skills via Google Colab.

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…

Theodora Chaspari

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…

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.

Intro to Neural Network

This module introduces neural networks, and how to design neural networks to solve problems like classification and prediction.

Introduction to Google Colab

You can access this tutorial here

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.

Linear Regression

This module contains a video lecture, notes, and a lab over Linear Regression. The correlation coefficient and “Line of Best Fit” are discussed. KNIME Analytics Platform…

Multiple Models, Explainability, and Bias

Students explore the space of good models and reflect on those that are more explainable and open to examination for interpretation by subject matter experts and for bias by…

Michael S. Branicky

Network Intrusion Detection with AI

This module provides data code to demonstrate how attacks can be detected in a packet capture file.

Dr. Sergio Salinas Mornroy

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…