EPISODE 195 | 18.5.2023 | 53 MIN
Requirements engineering for Machine Learning projects
Peter Seeberg talked to Markus Borg from Sweden. Their topic: Requirements Engineering for Machine Learning projects. Markus shared his approaches and ideas with us ane he wrote an interesting article about the topic. Machine learning (ML) is used increasingly in real-world applications. In this paper, we describe our ongoing endeavor to define characteristics and challenges unique to Requirements Engineering (RE) for ML-based systems. As a first step, we interviewed four data scientists to understand how ML experts approach elicitation, specification, and assurance of requirements and expectations. The results show that changes in the development paradigm, i.e., from coding to training, also demands changes in RE.
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- #AI model
- #Industrial AI
- #Industrial AI Podcast
- #machine learning
- #requirements engineering
- #software engineering
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