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Bilkent University

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Undergraduate and Graduate Programs 2023-2024

CS 588 Data Science for Software Engineering

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.

Autumn Semester (Eray Tüzün)

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