The lecture notes from the course “Machine Learning and Statistical Learning” I gave this year at AMSE for the students of the Master of Economics (track Economics, Big Data and Statistics) are now online.

• Introduction
• Regression
• Classification (1/2)
• Classification (2/2)
• Introduction to Deep Learning
• Unsupervised learning

Source of the image: Mathieu Bablet (2013). Adrastée. Ankama.