mechanical learning
[məˈkænɪkəl ˈlɜːrnɪŋ]
noun
aprendizagem mecânica
1. Learning through repetition and memorization without understanding the underlying meaning or principles
The student relied on mechanical learning to memorize the periodic table for the exam.
O aluno recorreu à aprendizagem mecânica para memorizar a tabela periódica para o exame.
2. Rote learning; acquiring knowledge by repeated practice rather than through comprehension
Mechanical learning is often criticized in modern education as it does not promote critical thinking.
A aprendizagem mecânica é frequentemente criticada na educação moderna, pois não promove o pensamento crítico.
3. In machine learning context: learning algorithms that identify patterns through automated computational processes
The mechanical learning system analyzed thousands of data points to predict customer behavior.
O sistema de aprendizagem mecânica analisou milhares de pontos de dados para prever o comportamento do cliente.
In Brazil, the term 'decoreba' is colloquially used among students to criticize mechanical learning, reflecting a cultural shift toward more progressive educational methods. In the USA, 'mechanical learning' is often contrasted with 'conceptual understanding' in educational reform discussions. In Portugal, the formal education system has increasingly emphasized meaningful learning over mechanical repetition, similar to international trends.
NYC Slang
brain dump learning / cramming
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