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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Energy performance: the challenges of smart buildings

This article puts the spotlight on intelligent buildings and their energy performance issues.   Energy performance is a fundamental issue. Beyond the need to preserve our planet, a non-optimized use of energy sources creates an increasing cost for companies. In addition, French and international regulations impose more and more constraints on companies in terms of …

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Data analysis for energy savings

Whether for budgetary or ecological reasons, energy consumption is a concern for many companies and individuals. The development of the big data environment and artificial intelligence now makes it possible to analyze consumption habits and make sometimes substantial savings. Thanks to data, we can now understand how we consume and thus optimize energy use. Prevention …

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Laboratory automation

Like many other sectors, the medical field is undergoing a revolution. Technological advances in data processing and automation in recent years are helping to see a new face for healthcare. Started in the 1980s, laboratory automation is one of the most visible elements of this shift and the benefits are present, for businesses and individuals …

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