Today, we’re diving into the fascinating world of Retrieval-Augmented Generation, commonly known as RAG, in deep learning. This isn’t just another tech buzzword; it’s a groundbreaking concept reshaping how AI systems understand and interact with the world around them. Think…
In this article, we’ll look at ways to determine how much data you need to train an AI model with satisfactory results. Defining the right amount of data to train an Artificial Intelligence is a tricky venture. Indeed, it’s complex…
In this article, we’ll look at what quantization is and how you can use it with TensorFlow to improve and accelerate your models. Since the release of ChatGPT, researchers have been striving to shrink the ever-growing storage space used by…
In this article, I’ll show you how to use a Random Seed with TensorFlow to achieve reproducible results with your model. Unlike traditional Machine Learning, training a Deep Learning model is a highly complex process. In this process is used…
Here, I’ll show you how to install and use cuML on Google Colab to boost the training speed of your Machine Learning models. Google Colab offers cloud-based notebooks for running Python code. Mostly used by Data Scientists and ML Engineers,…
In this article, I present you the options, their benefits and drawbacks, for integrating AI into your business. Using Artificial Intelligence in 2024 has become a major issue for companies aiming to remain competitive. Today, there are 3 main options…
This article is a guide for beginners in Artificial Intelligence who want to start studying Deep Learning. How could one not have heard of Artificial Intelligence in our times? From ChatGPT and AlphaFold to autonomous cars, and even Midjourney, it…
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…