What is Deep Learning?
Deep learning is a type of machine learning in which computers form large artificial neural networks that resemble those found in the human brain.
Deep learning definition
In deep learning, large artificial neural networks are fed learning algorithms and ever-increasing amounts of data, continuously improving their ability to "think" and "learn" the more data they process. "Deep" refers to the many layers the neural network accumulates over time, and performance improves the deeper the network gets. While most deep learning is currently done with human supervision, the aim is to create neural networks that are able to train themselves and "learn" independently.
Why deep learning?
Neural nets have been around since the 1950s, but only in recent years have both computational power and data storage capabilities advanced to the point where deep learning can be used to create exciting new technologies.
While most enterprises have yet to incorporate deep learning into their business processes or products, this type of machine learning is behind "smart" technology ranging from voice- and image-recognition software to self-driving cars. Advances in deep learning and robotics may soon lead to smart medical imaging technology that can reliably make diagnoses, self-piloting drones, and self-maintaining machinery and infrastructure of all kinds.
Speak with an HPE expert about how you can get started with deep learning solutions.
Resources for deep learning
An HPE keynote session at this year's HPC on Wall Street event was geared to helping financial firms dip their toe into emergent technologies such as AI and deep learning.
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