USTC-CS-Course-Resource / BigData-Algorithm

USTC Big Data Algorithm Notes

Big Data Algorithm

Lecturer: Prof. Hu Ding

Notes by Hank Wang

Thanks for Ziyue Qiu and Wen Fan's notes.

Main Class:

1. Inequations
2. PCA
3. JL Transformation
4. Near Neighbor Search
5. Cluster
6. VC Dimension
7. Classification
8. Coreset
9. Stream

Exercise Class:

1. The Power Method
2. MDS