model reuse
[ˈmɒd.əl ˌriːˈjuːz]
nounpl: model reuses
reutilização de modelos
1. The practice of using previously developed models, frameworks, or templates in new projects or applications to improve efficiency and reduce development time
Model reuse in software engineering allows developers to leverage existing code frameworks instead of building from scratch.
A reutilização de modelos na engenharia de software permite que os desenvolvedores aproveitem estruturas de código existentes em vez de construir do zero.
2. In business and organizational contexts, the application of proven business models or strategies to similar situations or markets
The company achieved rapid expansion through model reuse of its successful franchise formula.
A empresa alcançou expansão rápida através da reutilização do modelo de franquia bem-sucedido.
3. In machine learning and AI, the practice of adapting pre-trained models for new tasks or datasets
Model reuse through transfer learning has become a standard approach in deep learning.
A reutilização de modelos através do aprendizado de transferência tornou-se uma abordagem padrão em aprendizado profundo.
Model reuse is a fundamental principle in software development culture globally, emphasizing efficiency and innovation. In Brazil's growing tech sector, particularly in São Paulo's startup ecosystem, model reuse is heavily promoted as a best practice to accelerate development cycles and reduce costs. The concept aligns with agile methodologies and DevOps practices that are increasingly adopted by Brazilian tech companies.
Related Idioms & Phrases
reinventar a roda (to reinvent the wheel - opposite concept)
stand on the shoulders of giants (using previous work)
don't reinvent the wheel
leverage existing solutions
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