CSCI250 — Data Science Capstone
CSCI 250 - Data Science Capstone CSCI 250 - Data Science Capstone 5 Credits This capstone course provides students with the opportunity to apply their data science skills to a real-world project. Students will work individually or in small teams to define, plan, and execute a data science project from start to finish. The course emphasizes the entire data science workflow, including problem definition, data collection and cleaning, exploratory data analysis, modeling, and communication of results. 0 Fees Quarters Typically Designed to Serve Students completing the Associate’s Degree in Data Science program. Active Date 20240729T13:47:17 Grading Basis Decimal Grade Class Limit 24 Lecture 55 Total Degree Distributions: ProfTech Course Yes Restricted Elective Yes Course Outline Project selection and scoping Data acquisition and preprocessing Exploratory data analysis Feature engineering and selection Model development and evaluation Results interpretation and visualization Project presentation and documentation Student Learning
Prerequisites: CSCI132, CSCI232, CIS218