Nowe trendy w uczeniu maszynowym

Name: Nowe trendy w uczeniu maszynowym
Brand: Wydawnictwo Nasza Wiedza
SKU: 9786209810879
Price: 5117.0 INR
Availability: InStock

by Clement Major Amama

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ISBN13: 9786209810879
Binding: Paperback
Subject: N/A
Publisher: Wydawnictwo Nasza Wiedza
Publisher Imprint: Wydawnictwo Nasza Wiedza
Publication Date: April 30, 2026
Pages: 64
Original Price: USD 57.0
Language: Polish
Edition: N/A
Item Weight: 100 grams
BISAC Subject(s): General

About The Book

Książka ta stanowi kompleksowy i przystępny przegląd pojawiających się trend�w w uczeniu maszynowym (ML), podkreślając transformację tej dziedziny z tradycyjnego podejścia skoncentrowanego na algorytmach do szerszej dyscypliny zorientowanej na systemy. Książka analizuje kluczowe paradygmaty, takie jak Federated Learning, Explainable Artificial Intelligence, Graph Neural Networks, Self-Supervised and Transfer Learning, AutoML, TinyML, Quantum Machine Learning, Reinforcement Learning i Multimodal Learning.Poza podstawami technicznymi, książka zawiera empiryczną analizę najnowszych badań, aby ujawnic, w jaki spos�b nowoczesne uczenie maszynowe jest w coraz większym stopniu ksztaltowane przez obawy, takie jak prywatnośc, interpretowalnośc, skalowalnośc, efektywnośc energetyczna i zarządzanie. Analizuje rzeczywiste zastosowania w r�żnych sektorach, w tym w opiece zdrowotnej, finansach, transporcie i cyberbezpieczeństwie, a także zajmuje się implikacjami etycznymi i spolecznymi.Lącząc wyjaśnienia koncepcyjne ze spostrzeżeniami opartymi na badaniach, książka ta oferuje uporządkowane zrozumienie zar�wno bieżących wydarzeń, jak i przyszlych kierunk�w w uczeniu maszynowym, co czyni ją cennym źr�dlem informacji dla student�w, badaczy i praktyk�w poruszających się po ewoluującym krajobrazie ML.

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