How is this different from Machine Learning?
Machine Learning is a field of computer science that includes a range of techniques for analysing data and modelling complex systems to make predictions. Deep Learning is a new, revolutionary technique in the field of Machine Learning that is making waves throughout the industry.
Traditional Machine Learning techniques do not necessarily make use of neural networks, whereas Deep Learning explicitly trains a large (deep) neural network to solve a specific task. This technique requires the innovative combinations of specific concepts to become effective, such as Rectified Linear Units, Dropout, Convolution Neurons, Weight Decay and Stochastic Gradient Descent.