May 2020
Intermediate to advanced
576 pages
26h 55m
French
Content preview from Deep Learning avec Keras et TensorFlow
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5.3 Prétraiter les caractéristiques d’entrée
203
© Dunod – Toute reproduction non autorisée est un délit.
Malheureusement, les plongements de mots traduisent parfois nos pires préjugés.
Par exemple, même s’ils apprennent correctement que l’homme est roi comme
la femme est reine, ils semblent également apprendre que l’homme est médecin
comme la femme est infirmière : un parti pris plutôt sexiste ! Pour être honnête, cet
exemple précis est probablement exagéré, comme l’ont souligné Malvina Nissim
et al. dans un article
132
publié en 2019. Quoi qu’il en soit, garantir l’impartialité dans
les algorithmes de Deep Learning est un sujet de recherche import ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.