An overview of deep learning

Deep learning refers to a rather wide class of machine learning techniques and architectures, with the hallmark of using many layers of non-linear information processing that are hierarchical in nature. There are broadly three categories of deep learning architecture:

• Deep networks for unsupervised or generative learning
• Deep networks for supervised learning
• Hybrid deep networks