Automated software engineering [INFOM126]

Learning outcomes

• Define and explain DevOps and its methodological, technical, and managerial aspects.
• Design and configure a continuous delivery pipeline for a given application.
• Discuss the security aspects of a continuous delivery pipeline.
• Discuss the relevance of a continuous delivery pipeline for an application relying on machine learning models.

Content

The course presents the different aspects of DevOps approaches and continuous delivery pipelines. It focuses on the automated aspects of a software engineering process (version control, automated build and deployment, automated monitoring and logging, infrastructure as code), the security aspects tightened to this process (DevSecOps), and the application of continuous delivery to machine learning-based application (DevMLOps).