Articles

What is middleware?

Middleware, far from being an enemy, enables interoperability and communication between the numerous software and applications present within the organization. In this article, we explain what middleware is and what its advantages are.   In the vocabulary that is used in the wind but that no one can explain simply, middleware occupies a prominent place. …

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Reactive programming: what is it?

Reactive programming is implemented more and more frequently in the corporate world. It is a programming paradigm based on the transmission of data from a single source or from several sources. The concept is not always clearly understood, and its importance is underestimated. This is what reactive programming is all about. The observational design patterns …

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What is the MLOps?

The MLOps is an adaptation of Agile practices to the world of data on the way to production. It is therefore one more initiative around the issue of data. The MLOps starts where the Proof Of Concept ends. The goal is to improve the life cycle of datascience projects. This is what the MLOps is. …

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Industry 4.0 or the challenge of the digital transformation of the industry

Industry 4.0 is undoubtedly the main challenge for the industry of the future. Digital has become essential for companies that wish to remain competitive in the future world. Business operations and production methods are set to be radically changed. Here is what the challenge of digital transformation entails. Industry 4.0 Industry 4.0 is both exciting …

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Safety and machine learning

This article details the main security risks associated with machine learning, provides an overview of the techniques commonly used to prevent these risks and explains the usefulness of machine learning in the fight against cybercrime.    The process of creating Machine Learning (ML) applications is a challenge for cybersecurity experts. Artificial intelligence is indeed vulnerable …

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How to scale up in AI?

How to ensure that the AI solutions developed will be used? How to scale up and ensure the adoption of AI within the enterprise? How to prepare the next steps and enable scalability? We take stock of these questions in this article.   Artificial Intelligence (AI) has been invited to company meetings for several years. …

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Data and predictive maintenance

Predictive maintenance consists mainly in anticipating maintenance needs in order to avoid a production stoppage resulting from a machine breakdown. It is a concept linked to computer-assisted maintenance management aimed at optimizing the production line. The expansion of Big Data also implies the optimization of production. Data and predictive maintenance are therefore essential to the …

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