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10 teaching materials, newest first. Filter these on the Content page
Data Wrangling using R: Application to Netflix Data
Case StudyPublished
Teaches students about the basics of ETL (extracting, transforming, and loading data) or data wrangling (e.g., loading a dataframe, subsetting data, etc.) in R.
- R
Learning to Predict: The Case of Smartwatch Adoption
Case StudyPublished
This case is used to teach students to use Machine Learning and Predictive Analysis to predict the smartwatch adoption by consumers.
- R
Chicago Cab Case Version 3
Case StudyPublished
Use Python to gather and analyze data to help resolve a business problem
- Python
- Tableau
Chicago Cab Case Version 2
Case StudyPublished
Use Python to gather and analyze data to help resolve a business problem
- Python
K-Means Clustering with Excel
Case StudyPublished
This case study introduces k-means clustering in two different Excel environments.
- Excel
Unsupportive Data
Mini Case StudyPublished
Explores an interesting dataset that seems to contradict a decision your boss has just made, and then asks you how you would respond to your boss
Web Scraping using RPA
Case StudyPublished
Uses UiPath to help students explore robot process automation (RPA) by creating a bot that automatically scrapes information from the Internet.
- UiPath
Chicago Cab Case Version 1
Case StudyPublished
Use Python to gather and analyze data to help resolve a business problem
- Python
Database for Accountants
Case StudyPublished
Introduces accounting students to databases
- Python
- SQL
Second Course in Foundations of Data Analytics
CoursePublished
Builds a practical foundation for machine learning by teaching basic tools and techniques that can scale to large computational systems and massive data sets
- Python