Machine Learning Applications on Graphics Processors

Prof. Dr. B. Wirnitzer

Contents

50% lectures, 30% project, 20% exercises

In this course, the usage of graphics processors (GPUs) in machine learning applications is studied.

In the first part, fundamentals of machine learning are taught. Labs on search algorithms, random forest and AdaBoost are conducted with Matlab.

In the second part, graphics programming is learned and applied to machine learning with a practical focus on CUDA and OpenCL.

Full version (in German)