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Tendências da previsão baseada em IA by Lucia Agnes Beena T, Sukanya M, Uma Maheswari M

Tendências da previsão baseada em IA

by Lucia Agnes Beena T , Sukanya M , Uma Maheswari M
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Book cover type: Paperback
  • ISBN13: 9786209600241
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 388
  • Original Price: GBP 90.39
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 518 grams
  • BISAC Subject(s): General

Este livro oferece uma vis�o abrangente da previs�o orientada para a IA e dos sistemas inteligentes, destacando as aplica��es pr�ticas da aprendizagem autom�tica e da aprendizagem profunda em dom�nios do mundo real. Abrange uma vasta gama de t�picos, incluindo a an�lise de sentimentos, a migra��o de empregos, a previs�o de empr�stimos e fraudes, a previs�o do mercado de ac��es e a gest�o inteligente de invent�rios.O livro d� grande �nfase �s aplica��es nos dom�nios da sa�de e do ambiente, incluindo a previs�o de doen�as, a an�lise de imagens m�dicas, a previs�o meteorol�gica, a monitoriza��o da qualidade do ar, a recomenda��o de culturas e a an�lise do impacto das altera��es clim�ticas. T�cnicas avan�adas de vis�o computacional e aprendizagem profunda, como CNNs, LSTMs, YOLO e classifica��o de v�deo, s�o aplicadas a tarefas como reconhecimento de emo��es, dete��o de objetos, reconhecimento de atividades e diagn�sticos baseados em imagens.Ao combinar conceitos te�ricos com modela��o preditiva pr�tica, este volume serve como um recurso valioso para estudantes, educadores, investigadores e profissionais que procuram compreender e aplicar t�cnicas modernas de IA para criar solu��es inteligentes e baseadas em dados para desafios sociais e industriais.

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