Data Science / Data-mining
資料探勘是從大量資料中尋找有用的訊息的過程，透過運用統計和機器學習技術來探索和分析資料，揭示其中的模式和關聯性。
這些資訊可以被應用於預測、決策制定、洞察市場趨勢以及優化業務流程等方面。
資料探勘在各個領域中扮演著重要的角色，例如醫療保健、金融、銷售和市場營銷等。
相關書籍
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Data Science: 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, Icpcsee 2024, Macao, China,$3,920$3,724 -
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Data Quality Management in the Data Age: Excellence in Data Quality for Enhanced Digital Economic Growth$2,670$2,536 -
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Similarity Search and Applications: 17th International Conference, Sisap 2024, Providence, Ri, Usa, November 4-6, 2024, Proceedings$3,060$2,907 -
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Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing$7,700$7,315 -
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Applied Data Analysis and Modeling for Energy Engineers and Scientists$4,720$4,484 -
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Handbook of AI and Data Sciences for Sleep Disorders$8,140$7,733 -
Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making (Hardcover)$2,160$2,116 -
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Specialty Crops for Climate Change Adaptation: Strategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence$10,320$9,804 -
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Robust Cluster Analysis and Variable Selection$2,410$2,289 -
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Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics: Pccda 2023$12,310$11,694 -
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Proceedings of the 2022 Conference of the Computational Social Science Society of the Americas$8,320$7,904 -
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Emerging Technologies for Combatting Pandemics: AI, IoMT, and Analytics$2,510$2,384 -
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Cancer Prediction for Industrial IoT 4.0: A Machine Learning Perspective$2,730$2,593 -
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Handbook of Sharing Confidential Data: Differential Privacy, Secure Multiparty Computation, and Synthetic Data$7,700$7,315 -
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Hybrid Artificial Intelligent Systems: 19th International Conference, Hais 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part I$6,580$6,251 -
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Understanding Semantics-Based Decision Support$2,390$2,270 -
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Internet of Things and Data Mining for Modern Engineering and Healthcare Applications$2,510$2,384 -
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Intelligent Cyber-Physical Systems Security for Industry 4.0: Applications, Challenges and Management$2,570$2,441 -
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Data Science in Engineering and Management: Applications, New Developments, and Future Trends$2,540$2,413 -
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Smart Computing and Self-Adaptive Systems$2,570$2,441 -
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Urban Analytics with Social Media Data: Foundations, Applications and Platforms$2,450$2,327 -
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Big Data Analytics in Smart Manufacturing: Principles and Practices$2,510$2,384 -
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Data Driven Decision Making using Analytics$2,570$2,441 -
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Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice$2,570$2,441 -
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Knowledge Modelling and Big Data Analytics in Healthcare: Advances and Applications$2,570$2,441 -
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Gene Expression Data Analysis: A Statistical and Machine Learning Perspective$2,950$2,802 -
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Data Mining and Exploration: From Traditional Statistics to Modern Data Science$3,070$2,916 -
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Artificial Intelligence, Machine Learning, and Data Science Technologies: Future Impact and Well-Being for Society 5.0$2,700$2,565 -
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Artificial Intelligence and Data Mining for Mergers and Acquisitions$2,630$2,498 -
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Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications$2,700$2,565