BEYOND DATA

In this article, we will discuss all types of machine learning algorithms, explain each of them, and discuss the best ways to use them.

Comprendre comment fonctionne Kubernetes et comment l’utiliser.

We will show the workflow of model experiment tracking with Pytorch Lightning, MLflow and DVC on the infamous “Cats vs dogs”

We will dive into a particular tool designed to support and automate key steps in the MLOps life cycle, such as experiment tracking…

Over the last years, artificial intelligence has gained immense momentum in diverse areas and neural networks have gained increasingly more

Object detection finds itself particularly useful in many realms including people detection, surveillance, and cancer localization…

Model reproducibility in machine learning projects is often overlooked and must not be. Training models can be time-consuming and…

AutoML will significantly alter the way people work in data science research and industry in the future years. I would gladly utilise…

We developed LittleBigCity, a smartgird simulator which can use Reinforcement Learning (RL) agents to efficiently act as consumers…

This article will present the framework and diversity, as well as demonstrate how to apply your diverse ensemble models to this framework

Dans cet article, nous vous présenterons les outils et les méthodes qui, de notre expérience, permettent de faciliter la mise en…