Prompt Engineering Certification: why and how to become an expert in generative AI?
A Prompt Engineering certification enables you to acquire and demonstrate professional expertise in the fast-growing field of generative AI. Find out why and how to obtain such a title, and which are the best! Generative AI is not just an evolution, but a revolution in the field of computer science. And why? Because for the […]
Continual Learning: All you need to know
Continual Learning opens up new perspectives in the age of constantly evolving artificial intelligence. This approach enables models to adapt gradually to new data without losing the knowledge they have already acquired. Flexible and resilient, continuous learning systems evolve harmoniously with changes in the real world. This article explores the key principles of continuous learning, […]
Transformer Neural Network: What is it? How does it work?
Artificial intelligence is advancing so rapidly thanks to the development of neural networks. Since 2017, a new architecture model has emerged: Transform Neural Networks (TNNs). Rather than relying on rigid sequential structures, these models favour innovative mechanisms that are revolutionising natural language processing. Find out more about transform neural networks. What is the transform neural […]
Docker Compose: Simplifying Containerized Applications
If you’re reading this article, you’re probably familiar with this very popular containerisation tool in the DevOps world: Docker. But what exactly is Docker Compose, then? Docker Compose is used to launch applications that need several containers to run, via a YAML file. It is often necessary for an application to run several containers for […]
AWS CloudWatch: Monitoring and Observability Service Overview
Amazon AWS CloudWatch is a service designed to monitor and control the resources and applications you run on AWS. CloudWatch provides real-time monitoring of your various resources, such as your EC2 or RDS instances, your load balancers, etc. You can use CloudWatch to collect and track various metrics, monitor your diagnostic logs and create alarms […]
Load Balancers: Optimal Resource Distribution
The load balancer is a key device that ensures the smooth operation of many digital services. Its mission is to distribute incoming requests between several servers in order to avoid overload and ensure a rapid and efficient response. In other words, it acts like an orchestra conductor directing the flow of traffic through the servers […]
Imbalanced Learn: the Python library for rebuilding ML datasets
Imbalanced Learn is an open source Python library that addresses the problem of class imbalance in Machine Learning datasets. Find out why it’s particularly useful, and how to master it! Unless you have a sixth sense or premonitions, it is essential to have reliable information when trying to anticipate the future. For the same reason, […]
Prompt Library: What is an AI prompt library, and how do you create your own?
A Prompt Library is a library of high-quality prompts ready to be used to give instructions to generative AIs such as ChatGPT. It allows you to obtain the best results without having to start writing prompts from scratch for each request. Find out everything you need to know! Generative AIs such as DALL-E, ChatGPT and […]
How to recognize and stop AI hallucinations
Artificial intelligences have always hallucinated answers in order to be creative and invent stories. But faced with the popularity of generative artificial intelligence as a source of information, experts are looking to reduce or even stop these AI hallucinations. What is the problem with AI hallucinations? Artificial intelligences have always had this tendency to “hallucinate” […]
CSV (comma separated values): everything you need to know about this file format
The CSV (Comma Separated Values) format is used to represent data in text form, and is the preferred choice for importing, exporting and exchanging data between different applications and systems. Find out everything you need to know, and how to become an expert! In the early days of computing in the 1970s, the pioneers of […]
Hyperparameters: What are they? What are they used for?
Machine learning models are powerful tools for solving complex problems, from predicting stock market trends to diagnosing diseases. However, to get the most out of these models, you need to understand the role of hyperparameters and how to optimise them for better performance. In this article, we will look at the different types of hyperparameters […]
Salesforce: all about the CRM leader turned cloud giant
Salesforce est une entreprise américaine devenue célèbre pour sa plateforme CRM et ses nombreuses solutions basées sur le Cloud : une technologie qu’elle a été l’une des premières à exploiter. Découvre tout ce qu’il faut savoir sur son histoire, ses différents logiciels et comment devenir un expert ! Our story begins in 1999, on the […]
