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An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

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Hands On Neural Networks and Time Series, with Python

12 min readAug 30, 2024

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During my Bachelor’s Degree, my favorite professor told me this:

Once something works well enough, nobody calls it “AI” anymore

This concept goes in the same direction of Larry Tesler who said “AI is whatever hasn’t been done yet.” The first example of Artificial Intelligence was the calculator, which was (and is) able to do very complex mathematical computations in a fraction of a second while it would take minutes or hours for a human being. Nonetheless, when we talk about AI today we don’t think about a calculator. We don’t think of it because it simply works incredibly well, and you take it for granted. The Google Search algorithm, which is in many ways much more complex than a calculator, is a form of AI that we use in our everyday lives but we don’t even think about it.

So what is really “AI”? When do we stop defining something as AI?
The question is pretty complex as, if we really think about it, AI has multiple layers and domains.

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TDS Archive
TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Piero Paialunga
Piero Paialunga

Written by Piero Paialunga

PhD in Aerospace Engineering at the University of Cincinnati. Machine Learning Engineer @ Gen Nine, Martial Artist, Coffee Drinker, from Italy.