PKUSSI Deep Learning

04/19 2018

Deep learning is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervisedsemi-supervised or unsupervised. Deep Learning has claimed the attention of educators and policymakers around the world. At PKU, not only can you explore what deep learning is, but find the answers to questions like how to mobilize complex, whole-system change, transform learning for everyone and how deep learning is transforming the world.

 PKUSSI is offering five courses on deep learning. For more information, please visit: www.oir.pku.edu.cn/summerschool

 

1) Deep Learning Syllabus:

http://pkuiss.wiiyun.com/userfiles/course/201803230936208178.pdf

Professor: TANG Jian, HEC Montreal

 

2) Machine Learning in Computer Vision Syllabus:

http://pkuiss.wiiyun.com/userfiles/course/201803020818571806.pdf

Professor: Carlo TOMASI, Duke University

 

3) Machine Learning for Time Series Analysis – Statistical Models and Deep Learning Syllabus:

http://pkuiss.wiiyun.com/userfiles/course/201803020824153810.pdf

Professor: LIU Yan, University of Southern California

 

4) Probabilistic Models for Structured Data Syllabus:

http://pkuiss.wiiyun.com/userfiles/course/201803020827158047.pdf

Professor: SUN Yizhou, University of California Los Angeles

 

5) Biometric Authentication: System and Application Syllabus:

http://pkuiss.wiiyun.com/userfiles/course/201803020820299389.pdf

Professor: ZHANG Dapeng, Hong Kong Polytechnic University