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by Vitor Meriat

Meetup Cognitive Computing

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Page 1: Meetup Cognitive Computing

by Vitor Meriat

Page 2: Meetup Cognitive Computing

vitormeriat.com.br

linkedin.com/in/vitormeriat

twitter.com/vitormeriat

github.com/vitormeriat

Microsoft MVP Azure

Page 3: Meetup Cognitive Computing

? O que é inteligência?

Page 4: Meetup Cognitive Computing

"Inteligência é julgar bem, compreender bem, raciocinar bem”

(Binet)

"É a capacidade de conceituar e de compreender o seu significado”

(Tearman)

"Habilidade inata, geral e cognitiva” (Burt)

"Inteligência é a habilidade de resolver problemas difíceis” (Minski)

"Adaptação ao ambiente físico e social” (Piaget)

"A atividade inteligente consiste na compreensão do essencial de

uma situação e numa resposta reflexa apropriada” (Helm)

Page 5: Meetup Cognitive Computing
Page 6: Meetup Cognitive Computing

Machine Learning

Page 7: Meetup Cognitive Computing

Deep Learning

Page 8: Meetup Cognitive Computing

Cognitive Computing

Page 9: Meetup Cognitive Computing
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http://www-03.ibm.com/ibm/history/ibm100/us/en/icons/deepblue/

Page 13: Meetup Cognitive Computing

http://www.darpa.mil/news-events/2014-03-13

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Como isso é possível?

Page 16: Meetup Cognitive Computing

Menor custo de armazenamento

Fonte: http://singularity.com/charts/page76.html

Page 17: Meetup Cognitive Computing

Menor custo de processamento

Fonte: http://singularity.com/charts/page62.html

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from pyspark import SparkContext

from pyspark.mllib.classification import LogisticRegressionWithSGD

from pyspark.mllib.regression import LabeledPoint

#Load and parse data

Page 20: Meetup Cognitive Computing

microsoft.com/cognitive

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Será que um dia serão desenvolvidos computadores digitais capazes de pensar de modo similar ao nosso? Ou será que, independentemente da tecnologia, os computadores digitais estarão sempre limitados a manipularem dados sem

compreendê-los?

Page 24: Meetup Cognitive Computing

vitormeriat.com.br

linkedin.com/in/vitormeriat

twitter.com/vitormeriat

github.com/vitormeriat