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Everything You Need to Know About Deep Learning in 2021
Deep learning is a branch of machine learning associated with algorithms that simulate the activities of the human brain called artificial neural networks. In case you are just a beginner in deep learning, or you’ve had little to no experience in the field, you may be confused. However, professionals in the field of deep learning have ideas of what the technology might be, and these particular and nuanced perspectives shed a lot of light on what it is all about.
In this article, we will discuss what deep learning exactly is, what makes it so important, and some of its real-world examples. Let’s dive right into it!
What is Deep learning?
In short, deep learning is a subfield of machine learning that is basically a neural network with more than three layers. These neural networks try to mimic the behavior of the human brain — although far from matching its true potential — enabling it to train from vast volumes of data. While a neural network consisting of a single layer is capable of making certain predictions, multiple layers can help optimize and…
