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Trends in AI-Driven Prediction by Lucia Agnes Beena T, Sukanya M, Uma Maheswari M

Trends in AI-Driven Prediction

by Lucia Agnes Beena T , Sukanya M , Uma Maheswari M
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Book cover type: Paperback
  • ISBN13: 9786209411946
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 392
  • Original Price: GBP 90.39
  • Language: English
  • Edition: N/A
  • Item Weight: 522 grams
  • BISAC Subject(s): General

This book offers a comprehensive overview of AI-driven prediction and intelligent systems, highlighting practical applications of machine learning and deep learning across real-world domains. It covers a wide range of topics including sentiment analysis, job migration, loan and fraud prediction, stock market forecasting, and intelligent inventory management.The book places strong emphasis on healthcare and environmental applications, featuring disease prediction, medical image analysis, weather forecasting, air quality monitoring, crop recommendation, and climate change impact analysis. Advanced computer vision and deep learning techniques such as CNNs, LSTMs, YOLO, and video classification are applied to tasks like emotion recognition, object detection, activity recognition, and image-based diagnostics.By combining theoretical concepts with hands-on predictive modeling, this volume serves as a valuable resource for students, educators, researchers, and practitioners seeking to understand and apply modern AI techniques to build intelligent, data-driven solutions for societal and industrial challenges.

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