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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Cleaning Data for Effective Data Science: Doing the other 80% of the work with Python, R, and command-line tools$1,660$1,577 -
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Handbook of Mixed Membership Models and Their Applications$3,980$3,781 -
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Mathematical Foundations for Data Analysis$2,770$2,631 -
The Science of Science$1,620$1,587 -
Trends of Data Science and Applications: Theory and Practices$6,820$6,683 -
Artificial Intelligence and Data Mining for Mergers and Acquisitions$7,200$7,056 -
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The Four Generations of Entity Resolution$2,150$2,042 -
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Data Pipelines Pocket Reference: Moving and Processing Data for Analytics$1,150$1,092 -
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$149ETL 數據整合與處理 (Kettle) -
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$453Python 廣告數據挖掘與分析實戰 -
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Artificial Intelligence in Data Mining: Theories and Applications$5,860$5,567 -
Data Science: New Issues, Challenges and Applications$7,200$7,056 -
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Intelligent Data Analytics for Terror Threat Prediction: Architectures, Methodologies, Techniques, and Applications$7,530$7,153 -
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Data Cleaning for Effective Data Science$1,950$1,852 -
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$453數據預處理從入門到實戰 基於 SQL、R、Python -
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[set Online Social Network Analysis, Vol 1-3]$7,460$7,087 -
Healthcare Informatics: Strategies for the Digital Era$3,570$3,498 -
Artificial Intelligence and Data Mining in Healthcare$6,820$6,683 -
Intrusion Detection: A Data Mining Approach$6,820$6,683 -
Nature Inspired Computing for Data Science$4,530$4,439 -
Predictive Analytics: Modeling and Optimization$7,970$7,810 -
Data Analytics in Marketing, Entrepreneurship, and Innovation$5,480$5,370 -
Identification of Pathogenic Social Media Accounts: From Data to Intelligence to Prediction$2,430$2,381 -
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統計學習要素：機器學習中的數據挖掘、推斷與預測, 2/e (The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2/e)$954$906 -
Business Analytics, 4/e (AE-Paperback)$1,480$1,450 -
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$402Python數據挖掘實戰 -
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The Hitchhiker's Guide to Data Science (Chapman & Hall/CRC Big Data Series)
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GIS and Machine Learning for Small Area Classifications in Developing Countries$7,200$7,056 -
Data Analytics: Handbook of Formulas and Techniques$10,070$9,868 -
Data Analytics on Graphs$5,250$5,145
