# Category Tutorial

## THIS easy technique will BOOST your Machine Learning algorithm

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.…

## Elon Musk’s tweets analysis in Python – easy AI for text

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…

## Simple explanation – Pearson formula in Python, linear correlation

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.…

## Easy Tutorial – Object detection on image in PyTorch part 2

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…

## Why and How to normalize data – Object detection on image in PyTorch Part 1

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…

## The Ultimate NLP Library – Question Answering, Text Summary and more

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…

The PANE method for Deep Learning

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