【课程名称】  机器学习
【课程教者】  Eric P. Xing , Li Fei-Fei
【上课时间】  8月12日-16日  09:00~12:00  14:00~17:00
【上课地点】  上海交通大学  徐汇校区 浩然高科大厦102 室
【承办单位】  上海交通大学

【课程摘要】
Machine learning studies the question "how can we build computer programs that automatically improve their performance through experience?" This includes learning to perform many types of tasks based on many types of experience. For example, it includes robots learning to better navigate based on experience gained by roaming their environments, medical decision aids that learn to predict which therapies work best for which diseases based on data mining of historical health records, and speech recognition systems that lean to better understand your speech based on experience listening to you.

【日程安排】

【课程安排】

【教材与参考资料】

1. 提供课程Slides及相关资料的电子版；

2. 提供参考书Bishop的Pattern Recognition and Machine Learning的电子版；

3. 可能用到M. Jordan或者D. Koller的新书中的若干章节，由Eric提前告知，提供给学员们借阅和复印。