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 Mining and Machine Learning: Fundamental Concepts and Algorithms, 2/e (Hardcover)$1,860$1,823 -
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Environmental Software Systems. Data Science in Action: 13th Ifip Wg 5.11 International Symposium, Isess 2020, Wageningen, the Netherlands, February 5$4,160$3,952 -
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Nature Inspired Computing for Data Science$4,350$4,133 -
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Advanced Analytics and Learning on Temporal Data: 4th Ecml Pkdd Workshop, Aaltd 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers$2,470$2,347 -
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Digital Libraries: The Era of Big Data and Data Science: 16th Italian Research Conference on Digital Libraries, Ircdl 2020, Bari, Italy, January 30-31$3,310$3,145 -
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Modelling and Development of Intelligent Systems: 6th International Conference, Mdis 2019, Sibiu, Romania, October 3-5, 2019, Revised Selected Papers$2,330$2,214 -
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Social Media Analytics for User Behavior Modeling: A Task Heterogeneity Perspective$5,410$5,140 -
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Advances in Data Science and Management: Proceedings of Icdsm 2019$8,380$7,961 -
Mining of Massive Datasets, 3/e (Hardcover)$1,650$1,617 -
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Medical Data Sharing, Harmonization and Analytics$5,310$5,045 -
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Machine Learning, Optimization, and Data Science: 5th International Conference, Lod 2019, Siena, Italy, September 10-13, 2019, Proceedings$2,330$2,214 -
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Mining Data for Financial Applications: 4th Ecml Pkdd Workshop, Midas 2019, Würzburg, Germany, September 16, 2019, Revised Selected Papers$2,330$2,214 -
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Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, Master 2019, Held in Conjunction with Ecml-Pkdd 2019, Würzburg, Germa$2,510$2,385 -
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Topological Data Analysis for Genomics and Evolution: Topology in Biology$2,250$2,138 -
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Pattern Recognition and Artificial Intelligence: Third Mediterranean Conference, Medprai 2019, Istanbul, Turkey, December 22-23, 2019, Proceedings$2,330$2,214 -
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Analysis of Images, Social Networks and Texts: 8th International Conference, Aist 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers$2,330$2,214 -
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Challenges in Social Network Research: Methods and Applications$4,350$4,133 -
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Brain Informatics: 12th International Conference, Bi 2019, Haikou, China, December 13-15, 2019, Proceedings$2,330$2,214 -
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Advances in Data Sciences, Security and Applications: Proceedings of Icdssa 2019$8,660$8,227 -
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Mining Social Media: Finding Stories in Internet Data$998$945 -
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Utility-Based Learning from Data$2,980$2,831 -
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Data Mining: 17th Australasian Conference, Ausdm 2019, Adelaide, Sa, Australia, December 2-5, 2019, Proceedings$3,060$2,907 -
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Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics$6,550$6,223 -
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Behavioral Analytics in Social and Ubiquitous Environments: 6th International Workshop on Mining Ubiquitous and Social Environments, Muse 2015, Porto,$2,330$2,214 -
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Advanced Data Mining and Applications: 15th International Conference, Adma 2019, Dalian, China, November 21-23, 2019, Proceedings$4,380$4,161 -
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Handbook of Data Science Approaches for Biomedical Engineering$5,000$4,750 -
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Data Mining: Concepts, Models, Methods, and Algorithms, 3/e (Hardcover)$5,810$5,520 -
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Data Governance: How to Design, Deploy and Sustain an Effective Data Governance Program$2,180$2,071 -
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Emerging Trends in Intelligent Computing and Informatics: Data Science, Intelligent Information Systems and Smart Computing$8,780$8,341 -
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Data Mining for Business Analytics: Concepts, Techniques and Applications in Python (Hardcover)$5,810$5,520
