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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Índice | 549
Índice
A
AdaBoost 196
Algoritmo 23
AdaGrad 306, 312
de aprendizado Perceptron 266
de IPCA 221
de Iteração Q-Value 476
de posicionamento dinâmico 331
de retropropagação 268, 283
de treinamento 264, 363, 378
de treinamento CART 171, 175
estocástico 222
genético 460
o-policy 479
out-of-core 121
Q-Learning 478
RMSProp 307, 312
ruim 23
TD Learning 478
Ambiente simulado 461
Amostragem estraticada 53
Análise dos Componentes Principais (PCA)
215
API 194
C++ 235
do Python 235
Python 271
Aprendizado 13, 81
baseado
em instância 18, 25
em modelo 19, 25
de regras de associação 13
em lote 15
não supervisionado 10
oine 15
online 16, 81, 86, 167
por Diferença Temporal (TD 477 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.