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Xilong Qu, Kuo-Kun Tseng, John Wang, Witold Pedrycz - Advances in Intelligent Data and Information Processing, E-bok

E-bok, Engelska, 2026

Advances in Intelligent Data and Information Processing

Av Xilong Qu, Kuo-Kun Tseng, John Wang, Witold Pedrycz

2948 kr

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Beskrivning
This book integrates practical engineering insights with cutting-edge AI/ML methodologies to address real-world intelligent data processing challenges, prioritizing actionable solutions over theoretical abstraction. By bridging algorithmic foundations with industry-specific use cases, it equips readers to translate technical concepts into deployable systems efficiently.Unlike traditional texts that silo theory and practice, this approach embeds hands-on implementation frameworks, including data preprocessing pipelines, model optimization techniques, and scalability strategies, directly within contextualized problem-solving scenarios. Covering core topics from edge AI deployment to large-scale data analytics, it spans both foundational principles and emerging trends like federated learning and real-time processing.Tailored for IT professionals, computer science practitioners, and engineering researchers, it also serves as a valuable resource for graduate students specializing in data science or intelligent systems. Ideal for upskilling, project reference, or curriculum supplementation, it empowers readers to tackle complex data-intensive tasks with confidence in academic, corporate, or R&D settings.
Produktinformation
  • Utgivningsdatum: 2026-02-21
  • Språk: Engelska
  • Filformat: EPUB
  • Kopieringsskydd: LCP
  • ISBN: 9783032167026
  • Förlag: Springer Nature Switzerland
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