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Aprendizado de máquina quântica by P. Margaret Savitha, Vinay M, Heena Gupta

Aprendizado de máquina quântica

by P. Margaret Savitha , Vinay M , Heena Gupta
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Book cover type: Paperback
  • ISBN13: 9786209472527
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 84
  • Original Price: GBP 38.19
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 123 grams
  • BISAC Subject(s): General

A converg�ncia da computa��o qu�ntica e da aprendizagem autom�tica assinala uma das mudan�as mais profundas na hist�ria da computa��o. � medida que os algoritmos cl�ssicos come�am a ficar sobrecarregados com o peso da complexidade dos dados, da dimensionalidade e das exig�ncias energ�ticas, a aprendizagem autom�tica qu�ntica (QML) surge n�o s� como uma atualiza��o tecnol�gica, mas tamb�m como um salto concetual. Este livro, Quantum Machine Learning: Bridging Qubits and Algorithms for the Next AI Revolution", nasce da convic��o de que o futuro da intelig�ncia artificial reside na l�gica emaranhada dos sistemas qu�nticos e na intelig�ncia adaptativa dos algoritmos de aprendizagem. A viagem para a QML n�o tem apenas a ver com computa��o mais r�pida ou f�sica ex�tica - tem a ver com repensar a forma como as m�quinas aprendem, raciocinam e evoluem. Os sistemas qu�nticos oferecem um substrato radicalmente diferente para o processamento de informa��o: um que � probabil�stico, paralelo e inerentemente de elevada dimens�o. Quando combinados com os princ�pios da aprendizagem supervisionada, n�o supervisionada e por refor�o, estes sistemas podem desbloquear novas capacidades de reconhecimento de padr�es, otimiza��o, modela��o generativa e tomada de decis�es.

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