Over the past few years deep learning has become the go-to solution for a broad range of applications in many fields such as computer vision, speech analysis, natural language processing and robotics. This talk will provide an introduction to deep learning, showing some recent applications where deep architectures have been successfully used for designing intelligent systems that learn from large scale datasets.