March 2019
Intermediate to advanced
576 pages
20h 51m
Portuguese (Portugal, Brazil)
Content preview from Mãos à Obra: Aprendizado de Máquina com Scikit-Learn e TensorFlow
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50 | Capítulo 2: Projeto de Aprendizado de Máquina de Ponta a Ponta
Preste atenção em alguns pontos destes histogramas:
1. Primeiro, o atributo da renda média não parece estar expresso em dólares ame-
ricanos (USD). Depois de verificar com a equipe de coleta de dados, você é infor-
mado que os dados foram dimensionados e limitados em 15 (na verdade 15,0001)
para a média dos maiores rendimentos, e em 0,5 (na verdade 0,4999) para a média
dos rendimentos mais baixos. É comum trabalhar com atributos pré-processados
no Aprendizado de Máquina e isto não é necessariamente um problema, mas você
deve tentar entender como os dados foram calculados.
2. ...
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