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Courses

IE 58001: Simulation methods for Statistical Inference, at Sabancı University, Fall, 2016/2017

This is a course on Monte Carlo methods. You can download the lecture notes and the MATLAB code package for the course.

IE 305: Simulation, at Sabancı University, Fall 2015/2016, Spring 2016/2017

Small courses

Yapay Öğrenmenin Matematiksel Temelleri, in Matematik Köyü, İzmir, October 2016

In Matematik Köyü, Şirince, İzmir, we taught this small course on the mathematical fundamentals of machine learning. Slides for the Monte Carlo section are here (in Turkish). All the presented material can be downloaded here.

Yapay Öğrenmenin Matematiksel Temelleri, in Matematik Köyü, İzmir, April 2017