“Deep learning” is the new big trend in Machine Learning. It promises general, powerful, and fast machine learning, moving us one step closer to AI. What is deep learning?
We get intelligence by learning. And so do the computers. One of the most important field in AI or Artificial Intelligence is deep learning. Deep learning helps computers make sense of infinite amounts of data in the form of images, sound, and text. Using multiple levels of neural networks, computers now have the capacity to see, learn, and react to complex situations as well or better than humans. Deep learning, a subset of machine learning, utilizes a hierarchical level of artificial neural networks to carry out the process of machine learning.
The matter of face is that deep learning is still in development and is a significant aspect in our quest for cognitive computing. Although cognitive thinking is something that comes naturally to humans, it’s a very difficult aspect to pass on to machinery and requires a higher level of computing power.
Here’s a video that gives a quick view of what is deep learning
Source : Futurism and NVIDIA