61 citations · 181 across the 12 of their papers we have counts for
3 papers · 1 filter
Assessing the Use of AutoML for Data-Driven Software Engineering
Fabio Calefato, Luigi Quaranta, Filippo Lanubile +1
Background. Due to the widespread adoption of Artificial Intelligence (AI) and Machine Learning (ML) for building software applications, companies are struggling to recruit employe…
A Lot of Talk and a Badge: An Exploratory Analysis of Personal Achievements in GitHub
Fabio Calefato, Luigi Quaranta, Filippo Lanubile
Context. GitHub has introduced a new gamification element through personal achievements, whereby badges are unlocked and displayed on developers' personal profile pages in recognit…
Teaching MLOps in Higher Education through Project-Based Learning
Filippo Lanubile, Silverio Martínez-Fernández, Luigi Quaranta
Building and maintaining production-grade ML-enabled components is a complex endeavor that goes beyond the current approach of academic education, focused on the optimization of ML…