bidirectional learning
[baɪdəˈrekʃənəl ˈlɜrnɪŋ]
noun
aprendizado bidirecional
1. A learning process or educational approach where knowledge, information, and understanding flow in both directions between two or more parties, such as teacher-student, mentor-mentee, or between peers
The seminar promoted bidirectional learning where both instructors and students shared their expertise and perspectives.
O seminário promoveu aprendizado bidirecional onde tanto instrutores quanto alunos compartilhavam sua experiência e perspectivas.
2. In machine learning and neural networks, a computational method where data is processed in both forward and backward directions to improve model understanding and accuracy
The bidirectional learning algorithm analyzed text by reading it from left to right and right to left simultaneously.
O algoritmo de aprendizado bidirecional analisou o texto lendo-o da esquerda para a direita e da direita para a esquerda simultaneamente.
3. A reciprocal educational exchange where both parties benefit equally from the interaction and mutual teaching
Through bidirectional learning, the experienced mentor learned new perspectives from the younger team members.
Através do aprendizado bidirecional, o mentor experiente aprendeu novas perspectivas com os membros mais jovens da equipe.
The term 'bidirectional learning' is increasingly prominent in Brazilian tech and educational sectors, reflecting global trends in AI and collaborative learning methodologies. In Portugal, the term 'aprendizagem bidirecional' is preferred, maintaining the distinction between European and Brazilian Portuguese educational terminology. The concept emphasizes equity in knowledge sharing, which aligns with contemporary educational philosophy in both Portuguese-speaking countries and the USA.
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