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Apprendimento automatico quantistico by P. Margaret Savitha, Vinay M, Heena Gupta

Apprendimento automatico quantistico

by P. Margaret Savitha , Vinay M , Heena Gupta
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Book cover type: Paperback
  • ISBN13: 9786209467400
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edizioni Sapienza
  • Publisher Imprint: Edizioni Sapienza
  • Publication Date:
  • Pages: 84
  • Original Price: GBP 38.19
  • Language: Italian
  • Edition: N/A
  • Item Weight: 123 grams
  • BISAC Subject(s): General

La convergenza dell'informatica quantistica e dell'apprendimento automatico segna uno dei cambiamenti pi� profondi nella storia della computazione. Mentre gli algoritmi classici iniziano a sforzarsi sotto il peso della complessit� dei dati, della dimensionalit� e della richiesta di energia, l'apprendimento automatico quantistico (QML) emerge non solo come un aggiornamento tecnologico, ma come un salto concettuale. Questo libro, Quantum Machine Learning: Bridging Qubits and Algorithms for the Next AI Revolution, nasce dalla convinzione che il futuro dell'intelligenza artificiale risieda nella logica invischiata dei sistemi quantistici e nell'intelligenza adattiva degli algoritmi di apprendimento. Il viaggio nel QML non riguarda solo la velocit� di calcolo o la fisica esotica: si tratta di ripensare il modo in cui le macchine imparano, ragionano ed evolvono. I sistemi quantistici offrono un substrato radicalmente diverso per l'elaborazione delle informazioni: probabilistico, parallelo e intrinsecamente ad alta dimensionalit�. Se combinati con i principi dell'apprendimento supervisionato, non supervisionato e di rinforzo, questi sistemi possono sbloccare nuove capacit� di riconoscimento dei modelli, ottimizzazione, modellazione generativa e processo decisionale.

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