Deep Learning is a radical and recent revolution in engineering. It allows computer systems to better analyse and interpret large volumes of data. By using deep neural networks, computers can analyse, understand and respond to complex situations as quickly as men. It is a decisive step in the way machines learn to represent the world as humans do. Deep Learning brings back to the forefront the search for artificial intelligence. Also available in French: IA: votre nouveau cerveau