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Engineering and Management of Data Science, Analytics, and Ai/ML Projects: Foundations, Models, Frameworks, Architectures, Standards, Processes, Pract

by Manuel Mora , Jorge Marx Gómez , Fen Wang
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Current price ₹13,484.00
Original price ₹20,744.00
Original price ₹20,744.00
Original price ₹20,744.00
(-35%)
₹13,484.00
Current price ₹13,484.00

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Book cover type: Hardcover
  • ISBN13: 9783032068880
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 139
  • Original Price: EUR 185.29
  • Language: English
  • Edition: N/A
  • Item Weight: 400 grams
  • BISAC Subject(s): Data Science / General

This book presents a dual perspective on modern research and praxis on Data Science, Analytics, and AI/Machine Learning (DSA-AI/ML) system with small or big data. Consequently, potential readers--academics, researchers and practitioners interested in the systematic development and implementation of DSA-AI/ML systems--can be benefited with the high-quality conceptual and empirical research chapters focused on:

  • Foundations, Development Platforms, and Tools on Engineering and Management of DSA-AI/ML Projects:
    • DSA-AI/ML reference architectures.
    • Data visualization principles for DSA-AI/ML.
    • Federated Learning in large-scale DSA-AI/ML systems.
  • Achievements, Challenges, Trends, and Future Research Directions on DSA-AI/ML Projects:
    • Large multimodal model-based simulation game for DSA-AI/ML systems.
    • Value stream analysis and design applied to DSA-AI/ML systems.
    • Quality management 4.0 and AI for DSA-AI/ML systems.

Hence, this research-oriented co-edited book contributes to achieve the systematic development and implementation of Data Science, Analytics, and AI/ML systems.

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