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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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy$940$893 -
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$1,960The Data Science Design Manual (Texts in Computer Science) -
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Classification and Regression Trees$10,060$9,557 -
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Data Management and Analytics for Medicine and Healthcare: Third International Workshop, DMAH 2017, Held at VLDB 2017, Munich, Germany, September 1, ... (Lecture Notes in Computer Science)$2,480$2,356 -
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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII: Special Issue on Big Data Analytics and Knowledge Discovery (Lecture Notes in Computer Science)$2,480$2,356 -
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Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications$5,800$5,510 -
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Principles of Data Wrangling: Practical Techniques for Data Preparation$1,580$1,501 -
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Discrete Simulation and Animation for Mining Engineers$3,810$3,619 -
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Social Networks with Rich Edge Semantics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)$8,200$7,790 -
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Data Analytics Applications: Emerging Economies and Latin America$6,330$6,013 -
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Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications$6,020$5,719 -
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The Data Team(tm) Procedure: A Systematic Approach to School Improvement$3,220$3,059 -
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Spatial Big Data Science: Classification Techniques for Earth Observation Imagery$5,800$5,510 -
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The Data Book: Collection and Management of Research Data$4,810$4,569 -
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Introduction to Computational Social Science: Principles and Applications (Texts in Computer Science)$5,620$5,339 -
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Data Science: Innovative Developments in Data Analysis and Clustering (Studies in Classification, Data Analysis, and Knowledge Organization)$5,800$5,510 -
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Practical Predictive Analytics$2,130$2,023 -
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Data Mining and Big Data: Second International Conference, DMBD 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings (Lecture Notes in Computer Science)$2,480$2,356 -
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Data Mining for Global Trends in Mountain Biodiversity$3,880$3,686 -
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Conceptual Structures in Practice$3,780$3,591 -
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Foundations of Intelligent Systems: 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings (Lecture Notes in Computer Science)$2,480$2,356 -
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Mining Software Specifications: Methodologies and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)$3,780$3,591 -
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Data Mining for Design and Marketing$3,780$3,591 -
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Biological Data Mining$4,030$3,828 -
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Data Engineering and Intelligent Computing: Proceedings of IC3T 2016 (Advances in Intelligent Systems and Computing)$15,170$14,411 -
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Statistical and Machine-Learning Data Mining, Third Edition: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition$6,330$6,013 -
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Across the Alps in Prehistory: Isotopic Mapping of the Brenner Passage by Bioarchaeology$6,970$6,621 -
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Data Analytics For Beginners: Your Ultimate Guide To Learn And Master Data Analysis - Get Your Business Intelligence Right And Accelerate Growth$960$912 -
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Data Privacy: Foundations, New Developments and the Big Data Challenge (Studies in Big Data)$8,140$7,733 -
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Computational Intelligence in Data Mining: Proceedings of the International Conference on CIDM, 10-11 December 2016 (Advances in Intelligent Systems and Computing)$15,190$14,430