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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554 | Índice
Teorema
de convergência do Perceptron 265
de Mercer 166
Termo de polarização 110
Tipagem duck typing 68
Transfer learning 295
Truque do kernel 154, 164, 222
U
Unidades lineares reticadas (ReLU) 251,
384, 419
V
Validação cruzada 32, 73, 87, 100, 128, 191,
225, 277, 289
K-fold 73, 87
Vanishing gradients 283, 289, 302, 388
Variável de folga 163
Vetor 111, 150
de características 111
de parâmetro 111
de suporte 150
gradiente 118, 146, 243
MSE 133
momentum 304
one-hot 486
subgradiente 136
Viés de falta de resposta 26
Violações de margem 151
W
Word embeddings 425
Z
Zero padding 372
Zoológico de Modelos 301
CG_MIOLO_Hands_On_Machine_Learning.indb 554 07/05/2019 17:10:44 ...
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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.