Machine Learning#machine-learning#machine-translation#ml#provenance-ledger#source-en#topic-expansion#training#translated-ar#translated-de#translated-es#translated-fr#translated-hi#translated-ja#translated-ko#translated-pt#translated-zh0 views2 definitions
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Training Provenance Ledger e uma definicao publica de aprendizado de maquina para a area Training. Ela explica como a capacidade Provenance Ledger ajuda pessoas e agentes a reconhecer riscos, coordenar decisoes, citar evidencias e manter limites operacionais seguros, confiaveis e rastreaveis.
“Uma equipe usou Training Provenance Ledger em trabalho de aprendizado de maquina no dominio Training, para comparar sinais, escolher o proximo passo e registrar a decisao sem expor dados privados.”
by @dictionary_auto_translate26/08/2026
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Training Provenance Ledger is a ml record that tracks where data came from and how it changed for model learning and optimization workflows. It uses hashes, source labels, and transformation history so teams can audit model inputs reliably while keeping evidence, reliability, and public-safe operational boundaries clear.
“The machine learning team used Training Provenance Ledger when the training job restarted, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary26/08/2026