|Location:||Room 6.020, Wegelerstr. 6|
|Time:||Friday, 10 -12|
|Replacement Time:||Thursday, 16 - 18 (e.g. lectures after a free Thursday will be moved to the week after or before)|
|Exams:||1st Period: Thursday 25th July and Friday 26th July|
|2nd Period: To be confirmed, either week of 16th of September, or week of 23th of September.|
|Office hours:||on appointment, e-mail garckeins.uni-bonn.de|
Mathematics plays a significant role in the analysis and further development of many machine learning and data mining algorithms. This lecture will cover some of the problems, describe the mathematical foundation of the algorithm and the numerical schemes which can be applied, and gives examples for applications.The lecture can cover some of the following topics. The particular focus of the lecture will be adapted to the interest and background of the participants.