What is deep learning and how does it work?

At a very basic level, deep learning is a machine learning technique. It teaches a computer to filter inputs through layers to learn how to predict and classify information . Observations can be in the form of images, text, or sound. The inspiration for deep learning is the way that the human brain filters information.

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Why deep learning is introduced?

The deep learning model maps the input and the output to find a correlation between them. This correlation can be then used to cluster, predict, classify, and even generate new samples of data. One needs to train a deep learning model to make it learn and produce accurate results .

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