103年資通訊人才培訓計畫
機器學習
特別聘請 交大電機系 簡仁宗教授
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【課程大綱】
Machine learning, a branch of artificial intelligence, is a scientific
discipline concerned with the design and development of algorithms that allow
computers to evolve behaviors based on empirical data from sensor data or
databases. A major focus is to automatically learn to recognize complex
patterns and make intelligent decisions based on data. This course shall
deliver fundamental theories of machine learning which can be applied for
many intelligent information systems.
1.Introduction
2.Probability Distributions
3.Bayesian Theory
4.Decision Theory
5.Model Selection
6.Linear Models for Regression
7.Linear Models for Classification
8.Neural Networks
【授課時間】7月12日週六 9:00~12:00、13:00~16:00
【授課地點】交通大學光復校區工程四館824室
【課程費用】免費，報名截止日 2014-07-05 截止
【報名方式】線上報名 : http://web.cm.nctu.edu.tw/~cnc/registration.html
★更多課程訊息詳見交大電機培訓班網頁 : http://web.cm.nctu.edu.tw/~cnc/
【主辦單位】科學工業園區管理局、國立交通大學電機工程學系
【課程網址】http://web.cm.nctu.edu.tw/~cnc/
【聯絡方式】張小姐 03-5712121分機31747 ; [email protected]
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