Deep learning is at the center of most artificial intelligence initiatives. It is based on the concept of a deep neural network, which passes inputs through multiple layers of connections. Neural networks can perform many complex cognitive tasks, improving performance dramatically compared to classical machine learning algorithms. However, they often require huge data volumes to train, and can be very computationally intensive.
Cloud computing services are helping make deep learning more accessible, making it easier to manage large datasets and train algorithms on distributed hardware.