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Shanghai Jiao Tong University

SJTU SEIEE

SJTU BCMI Lab

Statistical Learning Resources I

Statistical Learning Resources II

Kernel Machines

Libsvm

ICA Resources

SJTU BBS AI Board

MIT AI Lab

Berkeley Web

AAAI

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Statistical Learning and Inference focuses on the statistical features of machine learning and inference. This course introduces basic theory and methods for extracting rules, structures and patterns in large scale data, requiring students to master system modeling, parameter identification and model inference based on statistical models. The statistical learning methods are applicable to broad areas such as data mining, artificial intelligence and natural language processing. The course features to provide project practice on large scale data to master capability of solving large scale practical problems through modeling and learning.

¡¡¡¡The course is suitable for the master degree students working on intelligent information processing, pattern recognition, data mining and bioinformatics.

  
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