April 2025
Intermediate to advanced
478 pages
11h 57m
Portuguese (Portugal, Brazil)
Content preview from Inteligência Artificial nas Finanças
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Capítulo 1. Inteligência Artificial
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Esta é a primeira vez que um programa de computador derrota um jogador profissional humano num jogo de Go em tamanho real, um feito que se pensava estar a uma década de distância.
David Silver et al. (2016)
Este capítulo introduz noções, ideias e definições gerais do domínio da inteligência artificial (IA) para efeitos deste livro. Apresenta também exemplos de diferentes tipos de algoritmos de aprendizagem importantes. Em particular, "Algoritmos" adopta uma perspetiva alargada e categoriza tipos de dados, tipos de aprendizagem e tipos de problemas tipicamente encontrados num contexto de IA. Este capítulo também apresenta exemplos de aprendizagem não supervisionada e de reforço. "Redes Neuronais" entra diretamente no mundo das redes neuronais, que não só são fundamentais para o que se segue nos capítulos posteriores do livro, como também provaram ser dos algoritmos mais poderosos que a IA tem para oferecer atualmente. "Importância dos dados" discute a importância do volume e da variedade de dados no contexto da IA.
Algoritmos
Esta secção introduz noções básicas do domínio da IA relevantes para este livro. Discute os diferentes tipos de dados, aprendizagem, problemas e abordagens que podem ser incluídos no termo geral IA. Alpaydin (2016) apresenta uma introdução informal e uma visão geral de muitos dos tópicos abordados apenas ...
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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.