資料探勘
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課程名稱 |
資料探勘 |
3學分 3小時 |
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英文課程名稱 |
Data Mining |
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中文課程概要 |
資料探勘是從大量資料中尋找有用的資訊，是一個跨越統計、資料庫和人工智慧的學門。本課程著重在從資料庫的觀點來看資料探勘的意義，並深入探討幾種資料探勘功能及其技術，最後並以實例討論來驗證資料探勘的應用價值。探討議題包括資料探勘概念、資料探勘功能、資料探勘步驟、資料倉儲、決策樹分析集群分析、關聯分析與購物籃分析等。 |
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英文課程概要 |
The data mining (DM), which involves in Statistics, Database and Artificial Intelligence fields, prospects to seek Useful information from a great deal of data. This course emphasizes at the view of the database, besides go deeply into several data mining techniques. Finally, the practical case studies will also be discussed. The topic includes the concept of DM, the function of DM, the step of DM, data warehouse, Decision Trees Analysis, Clustering Analysis, Association Rule and Basket Analyzes, etc. |
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