What Is Deep Learning?

Short Bytes: Deep Learning is the field of applying Deep Neural Networks to the task of learning a function. And, Deep Neural Networks are basically Neural Networks with more than one Hidden layers. In this post, I’ll attempt to introduce Deep Learning in a more engaging manner without going into mathematical details. A little history of Artificial Intelligence When the field of Artificial Intelligence started, all the researchers were focussed on ‘solving’ a problem, as that was how they were trained. For example, automatically finding a solution to a maze. A paradigm shift in thinking had to happen before people started to approach problems in a different way. The new approach was not to solve a task but to ‘imitate’ its solution. Not all problems can be solved. This was known to…


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