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Trendy w prognozowaniu opartym na sztucznej inteligencji by Lucia Agnes Beena T, Sukanya M, Uma Maheswari M

Trendy w prognozowaniu opartym na sztucznej inteligencji

by Lucia Agnes Beena T , Sukanya M , Uma Maheswari M
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Book cover type: Paperback
  • ISBN13: 9786209689840
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 396
  • Original Price: GBP 90.39
  • Language: Polish
  • Edition: N/A
  • Item Weight: 527 grams
  • BISAC Subject(s): General

Książka ta oferuje kompleksowy przegląd prognozowania opartego na sztucznej inteligencji i inteligentnych system�w, podkreślając praktyczne zastosowania uczenia maszynowego i glębokiego uczenia w rzeczywistych dziedzinach. Obejmuje ona szeroki zakres temat�w, w tym analizę nastroj�w, migrację miejsc pracy, przewidywanie pożyczek i oszustw, prognozowanie gieldowe i inteligentne zarządzanie zapasami.Książka kladzie duży nacisk na aplikacje związane z opieką zdrowotną i środowiskiem, w tym przewidywanie chor�b, analizę obraz�w medycznych, prognozowanie pogody, monitorowanie jakości powietrza, rekomendację upraw i analizę wplywu zmian klimatycznych. Zaawansowane techniki wizji komputerowej i glębokiego uczenia, takie jak CNN, LSTM, YOLO i klasyfikacja wideo, są stosowane w zadaniach takich jak rozpoznawanie emocji, wykrywanie obiekt�w, rozpoznawanie aktywności i diagnostyka obrazowa.Lącząc koncepcje teoretyczne z praktycznym modelowaniem predykcyjnym, niniejszy tom stanowi cenne źr�dlo wiedzy dla student�w, nauczycieli, badaczy i praktyk�w pragnących zrozumiec i zastosowac nowoczesne techniki sztucznej inteligencji do tworzenia inteligentnych, opartych na danych rozwiązań dla wyzwań spolecznych i przemyslowych.

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