April 2025
Intermediate to advanced
690 pages
19h 37m
Portuguese (Portugal, Brazil)
Content preview from Ciência de dados 3D com Python
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Capítulo 1. Introdução à ciência de dados 3D
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viste o filme Matrix? Consegues imaginar os milhares de caracteres verdes em movimento sobre um fundo preto? Estes representam "o mundo" para um programa de computador, com um conjunto de regras e algoritmos que determinam como as coisas funcionam. Sem alargar demasiado os fundamentos, o nosso cenário para a ciência de dados 3D não está muito longe desta ideia.
Imagina ter a capacidade de criar configurações digitais precisas de fenómenos do mundo real. A partir de uma fábrica existente, poderias estudar o impacto de uma nova linha de montagem virtual com robôs e correias transportadoras. Na área da saúde, poderias simular o efeito de diferentes tratamentos médicos num modelo virtual de um paciente. Com base num modelo de cidade, podes prever o impacto das catástrofes naturais e propor o melhor cenário de resposta de emergência. Temos muito a ganhar com a digitalização do nosso mundo. Mas por onde é que começamos?
Na ciência de dados 3D, geramos e trabalhamos com folhas de cálculo que descrevem ambientes como a tua cidade. Em seguida, combinamos técnicas interdisciplinares para extrair informações valiosas e ferramentas de design que podem aumentar a base tridimensional. Isto revoluciona as nossas capacidades de tomada de decisões, trabalhando no sentido de uma ligação digital precisa com a realidade.
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