102年第1學期-5565 人工智慧方法論 課程資訊

課程分享

選課分析

本課程名額為 70人,已有31人選讀,尚餘名額39人。

評分方式

評分項目 配分比例 說明
課程參與以及作業 40
期中報告 30
期末報告 30

授課教師

王偉華

教育目標

This course is designed for the Master and Ph.D. students. The purpose of this course is to introduce basic concepts of the systems and the applications in Artificial Intelligence. Besides, the skills in analyzing the learning processes and the related methodologies will be covered. This course provide holistic and systematic view of Artificial Intelligence(AI) approach that are sustainable and appropriate to the research issues being developed. This course contains a course project to help students developing the skills to define problem and find the suitable solutions to the problems in AI related fields.

課程概述

This course is designed for the Ph.D. or aggresive Master students. The purpose of this course is to help the students to have acquaintance with the theoretical concepts and methodologies in the Statistical Learning Theory (SLT). The ways to expolore the relationships among data attracts many research attentions in these years. SLT is a heavy investigated, both in theory and methodologies, alternative in pursuing the target.

課程資訊

參考書目

Selected papers and materials announced in the course