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Craft AI Unveils New MLOps Platform
Discover the latest in MLOps with Craft AI. Elevate your data science workflows with enhanced observability, machine learning monitoring, and simplified usage.
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IA générative : Craft AI lève 5,5 millions €
Paris, 18 juillet 2023 - Craft AI reçoit un financement de 5,5 millions d’euros pour accélérer le développement de son IA générative spécialisée dans la création de jeux de données. Ce financement, qui s'ajoute aux 9 millions déjà levés, se compose de 1,5 million d’euros provenant de l’appel à projet i-Démo de Bpifrance ainsi que de 4 millions d’euros apportés par la holding d’investissement Talis.
Pandas vs Polars: Who’s the fastest (library)?
MLOps, short for Operational Machine Learning, is a practice that combines DevOps principles with the development and deployment of Machine Learning models. By automating and streamlining the entire lifecycle, from data preparation to model scaling, MLOps enables organizations to effectively leverage data for real-time, large-scale ML applications. In this context, Python libraries like Pandas and Polars play a crucial role, offering powerful data processing capabilities. Comparing these libraries helps optimize MLOps workflows, ensuring efficient and successful ML deployments.
MLOps: Buy Vs. Build?
MLOps has emerged over the last few years to simplify AI projects by offering a set of practices and tools to manage all stages of development in an automated manner. Its main goal is to reduce development time, speed up and minimize deployment-related risks by improving model reliability and stability. When using an MLOps stack to develop a model, the transition from experimentation to production can be done with just a few clicks, whereas it could take up to 6 months previously.
Les opportunités d’usage de l’IA dans le retail
L’intelligence artificielle connaît depuis quelques années un regain d'intérêt médiatique. L’IA, technologie d’utilité générale applicable dans l’ensemble des domaines de la société, laisse entrevoir des impacts économiques et sociaux considérables
Immersion dans la préhistoire grâce à l'IA
Pouvoir se promener dans une grotte habitée il y a plus de 500 000 ans, visualiser les restes d’une occupation humaine puis sortir dans la vallée qui la borde pour observer la faune et la flore de cette époque : voilà le rêve des archéologues du site de Tautavel, dans les Pyrénées-Orientales.
Cybersécurité : Astek et Craft AI s’associent
Astek et Craft AI, engagées dans un partenariat de codéveloppement de solutions de machine learning, présentent leur première réalisation dans le domaine de la cybersécurité. Les 2 entreprises ont codéveloppé un système d’authentification continue basé sur l’analyse comportementale des utilisateurs de systèmes informatiques.
Personalized virtual coach with Machine Learning
Imagine a fitness app where a virtual assistant helps users to reach their goals and to stay motivated. For the assistant to be engaging, it must give actionable and personalized advice, and adjust the plan to the actual progress of the user. In other words, a good coach must know its coachee.
Predictive UX boosts your website conversion rate
As many web-based marketplaces, banks rely on their website and mobile app to propose products like loans and insurances to the users. The conversion rate, that is to say the percentage of visitors that purchase a product, is often pretty low. The reasons are multiples: a great diversity of offers, non-targeted propositions, doubtful users… This article presents how Craft AI boost a website conversion rate by proposing adapted products to the users using predictive UX and hyper-personalized content.
Automated periodicity detection in time series
We recently presented a scientific paper during ECML PKDD Advanced Analytics and Learning on Temporal Data workshop part of the ECML-PKDD 2019 conference at Wurzburg, Germany.
How operationalizing AI improves online retailers
Online retail websites depend on their ability to understand their customer habits and wishes. These websites need to know which type of products interests which visitor and when they should make a suggestion.
How operationalizing XAI enables stock management?
Overstocks, out-of-stocks, dead stock … Retailers’ business depends on their ability to optimize their warehouse management. A lot of progress has been made in the last decade thanks to new management paradigms and control processes.
How eXplainable AI improves energy performance
Due to rising energy cost, scarcity of resources and the need to limit environmental impacts, Dalkia has decided to put the optimization of energy performance at the heart of its strategy. To meet this challenge, Dalkia created the Desc (Dalkia Energy Savings Center) back in 2013, a control center for energy performance management of its customers’ sites to ensure better comfort and lower energy consumption.