課程名稱 |
資料探勘與機器學習 DATA MINING AND MACHINE LEARNING |
開課學期 |
94-2 |
授課對象 |
工學院 工業工程學研究所 |
授課教師 |
林智仁 |
課號 |
CSIE5014 |
課程識別碼 |
922EU0140 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期一3,4,@(10:20~) |
上課地點 |
資105 |
備註 |
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課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
課程大綱
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課程概述 |
Machine learning, data mining, and knowledge discovery
are growing rapidly in importance and commercial interest as more data becomes available online.
In this course we will focus on machine learning techniques for data mining. That is, assuming data have been
preprocessed, we apply machine learning techniques for extracting useful knowledge. In particular, we will discuss clustering and classification methods in detail.
If time is allowed, we will touch modeling issues of data mining
problems.
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課程目標 |
Machine learning, data mining, and knowledge discovery
are growing rapidly in importance and commercial interest as more data becomes available online.
In this course we will focus on machine learning techniques for data mining. That is, assuming data have been
preprocessed, we apply machine learning techniques for extracting useful knowledge. In particular, we will discuss clustering and classification methods in detail.
If time is allowed, we will touch modeling issues of data mining
problems.
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課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
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評量方式 (僅供參考) |
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