Many beginners forget this technique when they create their Machine Learning algorithm. Yet… it is crucial ! This technique is called normalization. Normalizing is putting the values of your dataframe at the same scale. For example between 0 and 1.…
Each of Elon Musk’s tweets has the power to turn market prices upside down. So how to code an AI that can quickly analyze them? Elon Musk’s fans have understood that when he tweets about a crypto-currency, prices go crazy…
Let’s see in details what is the Pearson formula, or linear correlation coefficient, and how to code it in Python without any library ! In mathematics, the correlation between several variables implies that these variables are dependent on each other.…
How to code a Deep Learning algorithm for object detection with the PyTorch library ? That’s what we’ll see in this article ! This article is part of a series on Binary Classification models with PyTorch with : first part…
Today we will see how normalize data with PyTorch library and why is normalization crucial when doing Deep Learning. In fact this article is part of a series on Binary Classification models in PyTorch with : a first part on…
Let me introduce you to the transformers library which solves the most complicated NLP problems (Question Answering, Summarization and Text Generation, and more) in a few seconds ! For a long time, I’ve been looking for an AI capable of…