Data Science Capstone
Join our capstone project class to develop a practical data product showcasing your skills to potential employers. Solve real-world problems with industry, government, and academic partners. Learn problem understanding, data analysis, modeling, and prediction techniques for efficient and accurate results. Enhance predictive accuracy while reducing computational runtime and model complexity. Start your journey now!
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.
What you will learn
Overview, Understanding the Problem, and Getting the Data
This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset.
Exploratory Data Analysis and Modeling
This week, we move on to the next tasks, exploratory data analysis and modeling. You’ll also submit your milestone report and review submissions from your classmates.
Prediction Model
This week, you’ll build and evaluate your prediction model. The goal is to make your model efficient and accurate.
Creative Exploration
This week’s goal is to improve the predictive accuracy while reducing computational runtime and model complexity.
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