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Tendências da previsão baseada em IA
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ISBN10: 6209600247
ISBN13: 9786209600241
Publisher: Edicoes Nosso Conhecimento
Published: Feb 20 2026
Pages: 388
Weight: 1.14
Height: 0.86 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786209600241
Publisher: Edicoes Nosso Conhecimento
Published: Feb 20 2026
Pages: 388
Weight: 1.14
Height: 0.86 Width: 6.00 Depth: 9.00
Language: Portuguese
Este livro oferece uma visão abrangente da previsão orientada para a IA e dos sistemas inteligentes, destacando as aplicações práticas da aprendizagem automática e da aprendizagem profunda em domÃnios do mundo real. Abrange uma vasta gama de tópicos, incluindo a análise de sentimentos, a migração de empregos, a previsão de empréstimos e fraudes, a previsão do mercado de acções e a gestão inteligente de inventários.O livro dá grande ênfase à s aplicações nos domÃnios da saúde e do ambiente, incluindo a previsão de doenças, a análise de imagens médicas, a previsão meteorológica, a monitorização da qualidade do ar, a recomendação de culturas e a análise do impacto das alterações climáticas. Técnicas avançadas de visão computacional e aprendizagem profunda, como CNNs, LSTMs, YOLO e classificação de vÃdeo, são aplicadas a tarefas como reconhecimento de emoções, deteção de objetos, reconhecimento de atividades e diagnósticos baseados em imagens.Ao combinar conceitos teóricos com modelação preditiva prática, este volume serve como um recurso valioso para estudantes, educadores, investigadores e profissionais que procuram compreender e aplicar técnicas modernas de IA para criar soluções inteligentes e baseadas em dados para desafios sociais e industriais.
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