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S&DE Atelier: Software Analytics

Description

Students will acquire key competences needed to analyze complex software systems and improve their maintenance and evolution. The course is focused on the study of techniques related to the mining and analysis of structured and unstructured data in software repositories, defect prediction and analysis, and empirical software engineering. Students will apply the acquired expertise in the context of a software analytics project. A solid basis in object-oriented programming and software engineering is required.

 

PREREQUISITES
Data Design & Modeling, Information Modeling & Analysis, Software Design & Modeling

 

REFERENCES

  • Experimentation in Software Engineering. C. Wohlin, P. Runeson, M. Höst, M.C. Ohlsson, B.Regnell, A. Wesslén. Springer, 2012
  • Evolving Software Systems. T. Mens, A. Serebrenik, A. Cleve. Springer, 2012
  • Why programs fail: A Guide to Systematic Debugging. A. Zeller. Elsevier. 2009

People

 

Bavota G.

Course director

Lin B.

Assistant

Additional information

Semester
Fall
Academic year
2019-2020
ECTS
6
Language
English
Education
Master of Science in Software & Data Engineering, Core course, Atélier, 2nd year