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Humanity has been dreaming of creating intelligent inventions since as far back as 800 BC, when ancient Greeks wrote about mechanical men created by the Gods. In the last century, technology has been progressing exponentially and has brought us to a point where that dream of self-aware robots is no longer associated with magic. The creation of Artificial Intelligence has allowed us to create amazing programs that can far surpass the abilities of any human.
The key advancement in the field of artificial intelligence that allowed us to do amazing things like create chat-bots and detect malignant tumors was the discovery of neural networks. Before this, programmers created relatively simple regression models to predict and classify data. However, these models had their limitations.