Skill
Machine Learning
4 teaching materials, newest first. Filter these on the Content page
Predicting Binary Outcomes: Application to Health
Case StudyPublished New
Learn the differences between logit and linear probability models, and apply them to real-world data by estimating a model that predicts whether an individual has high blood pressure.
- R
Using AI (ChatGPT) to Complement Business Intelligence Teaching Curriculum
Case StudyPublished New
Learn how to teach business analytics using generative AI
- Python
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
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