Nicolas Pécheux

Teaching

I was Teaching Assistant at the Université Paris-Sud in the Computer Sciences Department from September 2012 to Jun 2015. Here are a few resources I used for my courses.

Python ressources

• ● Short Python tutorial
• ● Short Numpy tutorial

Pattern Recognition – HCID – Spring 2015

• ● Lab 1: Collaborative Filtering
• ● Lab 2: Binary Classification
• ● Lab 3: Multi-class Classification
• ● Lab 4: Unsupervised Classification
• ● Final Project: Object Recognition

• Lecture slides on optimization.

Stochastic Information Processing – M2Pro – Fall 2014

• ● First Project: K-means
• ● Second Project: MaxEnt