In this article, I unveil the secrets of Bayesian Optimization, a revolutionary technique for optimizing hyperparameters. Hyperparameters play an essential role in the performance of Machine Learning models. However, finding the optimal combination of hyperparameters can be a daunting task.…
In this article, we’ll explore the 3 pillars of Deep Learning and understand how they give it its phenomenal power. In recent months, it has become impossible to argue with the technological revolution promised by Deep Learning. The evidence lies…
In this article, you’ll discover 3 ways to open a Parquet file in Python to load your data into your environment. As a Data Scientist, it’s essential to learn how to open a Parquet file in Python. This file format,…
In this article, we’ll explore how to use Hugging Face 🤗 Transformers library, and in particular pipelines. With over 1 million hosted models, Hugging Face is THE platform bringing Artificial Intelligence practitioners together. Its 🤗 Transformers library provides simplified access…
In this article, you will discover Hugging Face, the library that’s shaking up the world of Deep Learning. Hugging Face is both a community and a platform for researching and using large-scale models. Its open-source library, called 🤗 Transformers, lets…
In this article, we’ll explore the different Deep Learning algorithms that can be use and discover their nuances. In Deep Learning, there are various algorithms for solving different objectives. Nevertheless, it’s not easy to distinguish these algorithms. Whereas in traditional…
At an exceptional summit on Capitol Hill, tech leaders discussed the implications and risks of AI on humanity. Artificial Intelligence has evolved rapidly, presenting unprecedented opportunities for humanity. But this evolution has also raised the risks of this emerging technology.…
“Segment Anything Model” – SAM – is a Deep Learning model created and trained by a team of researchers at Meta. The innovation was presented in a research paper published on April 5, 2023. It immediately attracted massive public interest…
In this article, I’ll share with you the functions I’ve designed to quickly draw an image segmentation mask in Python. One of the major tasks of Computer Vision is image segmentation. Segmentation consists in dividing an image into groups of…