108年第1學期-5570 人工智慧與專家系統 課程資訊

課程分享

選課分析

本課程名額為 70人,已有27人選讀,尚餘名額43人。

評分方式

評分項目 配分比例 說明
participation and discussion 20
homework 20
midterm report 30
final report 30

授課教師

彭 泉

教育目標

This course is designed for the Ph.D. and aggresive Master students. The purpose of this course is to help the students to facilitate the knowledge of Artificial Intelligence approaches and the possible applications. The ways to expolore the relationships among data are heavily investigated and discussed in these years. Searching and learning methods are alternative approaches in pursuing the goal. The basic concepts of Machine Learning will be covered and the methodologies on the statistical notion on data modeling will be emphasized.

課程資訊

參考書目

Kecman, Vojislav, “Learning and Soft Computing”, The MIT Press, 2001