Teaching

Machine Learning Resources

• Theano Tutorial

  • [IPython Notebook]

  • I use Theano a lot in prototyping. This tutorial goes step by step on how to build models out of theano including models that use word embeddings.

Data Science Lectures

I was invited to give two lectures in the Data Science course about scientific computing and machine learning at Stony Brook University:

• Scientific Python and IPython

  • [notebook] [video]

• Machine Learning Introduction

• [notebook] [video]

Computer Science Teaching Assistant

During my the academic year of 2010-2011, I assisted students in the following courses at Stony Brook University:

• CSE 114 Foundations of Computer Science

• CSE 219 Computer Science III

• CSE 373 Analysis of Algorithms

Electrical Engineering Lab Instructor

During my the academic year of 2009-2010, I taught the following laboratories at Middle East Technical University:

• Micro-controller lab (EE347)

• Digital Logic lab (EE248)

• Electrical Circuits (EE201) lab

• Analog Electronics (EE311) lab

• Telecommunication I (EE435) homeworks 

• Telecommunication II (EE436) demonstrations

These labs involved teaching students PSpice, Proteus and Matlab.

Electromagnetism Laboratory Manual

I worked with Mustafa Mustafa on designing new experiments for Electromagnetism lab. We wrote a new manual from scratch, here is the new manual