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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A General Introduction to Data Analytics$3,310$3,145 -
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Computational Neurology and Psychiatry$7,060$6,707 -
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Advances in Automated Valuation Modeling: Avm After the Non-Agency Mortgage Crisis$5,190$4,931 -
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Group Privacy: New Challenges of Data Technologies$6,310$5,995 -
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Non-Cooperative Target Tracking, Fusion and Control: Algorithms and Advances (Information Fusion and Data Science)$7,650$7,268 -
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Complex Spreading Phenomena in Social Systems: Influence and Contagion in Real-World Social Networks (Computational Social Sciences)$7,650$7,268 -
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Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry$7,810$7,420 -
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Time Series Analysis Methods and Applications for Flight Data$7,060$6,707 -
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Big Digital Forensic Data: Volume 2: Quick Analysis for Evidence and Intelligence (SpringerBriefs on Cyber Security Systems and Networks)$2,940$2,793 -
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Causal Analytics for Applied Risk Analysis (International Series in Operations Research & Management Science)$14,250$13,538 -
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Advanced Statistical Methods in Data Science (ICSA Book Series in Statistics)$4,440$4,218 -
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Advances in Data Mining. Applications and Theoretical Aspects: 18th Industrial Conference, ICDM 2018, New York, NY, USA, July 11-12, 2018, Proceedings (Lecture Notes in Computer Science)$2,330$2,214 -
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Translational Biomedical Informatics: A Precision Medicine Perspective (Advances in Experimental Medicine and Biology)$6,690$6,356 -
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Microsimulation and Population Dynamics: An Introduction to Modgen 12$5,190$4,931 -
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Big Digital Forensic Data: Volume 2: Quick Analysis for Evidence and Intelligence (SpringerBriefs on Cyber Security Systems and Networks)$2,690$2,556 -
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Big Data in Omics and Imaging: Integrated Analysis and Causal Inference (Chapman & Hall/CRC Mathematical and Computational Biology) (Volume 2)$6,070$5,767 -
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Diffusion Source Localization in Large Networks$2,210$2,100 -
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Diffusion Source Localization in Large Networks$1,620$1,539 -
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Pattern Mining with Evolutionary Algorithms$4,440$4,218 -
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The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3–7, 2018, Proceedings (Lecture Notes in Computer Science)$2,330$2,214 -
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Data Science and Big Data Computing: Frameworks and Methodologies$5,560$5,282 -
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Algorithms and Models for the Web Graph: 15th International Workshop, WAW 2018, Moscow, Russia, May 17-18, 2018, Proceedings (Lecture Notes in Computer Science)$2,330$2,214 -
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Measuring the Data Universe: Data Integration Using Statistical Data and Metadata Exchange$4,350$4,133 -
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Data and Information Quality: Dimensions, Principles and Techniques (Data-Centric Systems and Applications)$5,560$5,282 -
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Artificial Intelligence Applications and Innovations: AIAI 2018 IFIP WG 12.5 International Workshops, SEDSEAL, 5G-PINE, MHDW, and HEALTHIOT, Rhodes, ... in Information and Communication Technology)$2,470$2,347 -
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Advances in Machine Learning and Data Science: Recent Achievements and Research Directives (Advances in Intelligent Systems and Computing)$8,380$7,961 -
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Network Data Analytics: A Hands-On Approach for Application Development (Computer Communications and Networks)$5,240$4,978 -
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Recent Advances in Ensembles for Feature Selection (Intelligent Systems Reference Library)$4,350$4,133 -
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Data Privacy Games$4,350$4,133 -
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Big Digital Forensic Data: Volume 1: Data Reduction Framework and Selective Imaging (SpringerBriefs on Cyber Security Systems and Networks)$2,330$2,214
