April 2025
Intermediate to advanced
456 pages
11h 35m
Portuguese (Portugal, Brazil)
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Índice
Símbolos
- 1-Função contínua de Lipschitz, A restrição de Lipschitz
A
- precisão, determinação, The Discriminator, ChatGPT, Modelos de linguagem de grande dimensão, Ética e desafios da IA generativa
- ação, na aprendizagem por reforço, Aprendizagem por reforço
- funções de ativação, Camadas
- inferência ativa, Considerações finais
- Optimizador Adam (Adaptive Moment Estimation), Optimizadores
- normalização adaptativa de instâncias (AdaIN), normalização adaptativa de instâncias, modulação e desmodulação de pesos
- agente, na aprendizagem por reforço, Aprendizagem por reforço
- IA (inteligência artificial), Modelação generativa e IA, Considerações finais
- Ética da IA, Ética e desafios da IA generativa -Ética e desafios da IA generativa
- modelos de densidade aproximada, taxonomia de modelos generativos
- artefactos, O Gerador, StyleGAN2
- inteligência artificial (IA), Modelação generativa e IA, Considerações finais
- redes neurais artificiais (RNA), redes neurais profundas
- arXiv, Outros recursos
- "Atenção é tudo o que precisas" (Vaswani), Introdução, 2014-2017: A Era VAE e GAN
- mecanismos de atenção
- atenção equação, consultas, chaves e valores
- atenção cabeça, Atenção
- pontuações de atenção, Visualizando as pontuações de atenção
- atenção pesos, consultas, chaves e valores
- gerar música polifónica, Tokenization of Polyphonic Music
- popularização do papel, Introdução
- Auto-referencialidade versus referência cruzada, T5
- compreensão, Atenção
- vinculação de atributos, Limitações
- atributos, emaranhados, StyleGAN
- AudioLM, Outras aplicações
- "Auto-Encoding ...
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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.
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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.