CS 588 Data Science for Software Engineering
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Data science for software engineering basics. Role of data science in various phases of the software development lifecycle. Research fundamentals (how to read/write/review a research paper). Research methods for software engineering. Mining data from online software repositories. Developer and team productivity. Expert recommendation. Survey and project proposal presentations. Application of graph-based metrics and algorithms. Ground truth data in software engineering. Process smells, AI-assisted code generation.
Credit units: 3 ECTS Credit units: 5.
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