Reading time: 8 minutes Amazon EMR Serverless provides a managed, serverless platform for big data processing. In this article, we’ll look at the benefits of this service over regular EMR clusters and Glue jobs, why you would need to run an EMR Serverless job locally, and finally, how to do it. You will find a […]
What do you need to know before getting started? Devoteam Rebirth Blog
Reading time: 9 minutes Last December, during re:Invent 2024, AWS announced a new management mode for Amazon EKS clusters: Amazon EKS Auto Mode. AWS promises that this mode simplifies cluster management, improves application performance, availability and security, and enables continuous cost optimization.. In this article, we will see how this new management method compares to […]
l’IA aux commandes, jusqu’où pourrons-nous lui faire confiance ? Blog Devoteam Rebirth
Future Intelligence : l’IA aux commandes, jusqu’où pourrons-nous lui faire confiance ? Temps de lecture : 15 minutes Article co-écrit par Alexandre Montlibert, consultant ML/ML Ops, et Sergio Winter, Lead Data A Cloud Toulouse, et consultant LLM/ML Ops Image d’illustration : 2001, l’Odyssée de l’espace – Stanley Kubrick Le 5 décembre dernier, le […]
tech innovation at the service of sport Devoteam Rebirth Blog
Reading time: 4 minutes We are coming out of a summer marked by the Paris 2024 Olympic Games, a moment of unique sporting communion, where we witnessed the exploits of the greatest athletes in the world. Sport, once again, has proven its ability to unite, inspire and bring people together. But behind each medal, each […]
Insights from PyData Paris 2024 Blog Devoteam Rebirth
Temps de lecture : 13 minutes An overview of PyData’s global community, its role in open source, highlights from PyData Paris 2024, and critical takeaways for Python Enthusiast. Introduction In the lineage of ODSC, EuroPython, and Strata Data Conference, this year has seen one standout conference held in Paris, « PyData 2024 ». Bringing together data scientists, […]
Centralized logging with CloudWatch OAM and HCP Terraform Blog Devoteam Rebirth
Reading time: 10 minutes This blog post is based on my speech at the Dach Community Day in Munich. In my daily work, I often encounter a frustrating problem. When I need to debug or understand how an application works, I naturally turn to CloudWatch. However, different parts of a project are often divided into […]
A Complete Guide to Scalable Data Workflows Devoteam Rebirth Blog
dbt Core Orchestration with Amazon Athena and Dagster: A Complete Guide to Scalable Data Workflows Reading time: 8 minutes Data transformation can be difficult, due to issues such as raw SQL queries that are difficult to share or reuse, and untested queries that can fail in pipelines. dbt Core (Data Build Tool) offers […]
the opinion of Frédéric Adet, Lead Architect Data Snowflake Devoteam Rebirth Blog
Data Engineering with Snowflake for Data Scientists: the opinion of Frédéric Adet, Lead Architect Data Snowflake Reading time: 5 minutes What are the latest innovations in the field of Data Engineering announced at the Snowflake Summit in San Francisco? In this interview, Laurent Letourmy, Head of Data at Devoteam Data Driven, speaks with […]
“2min chrono” an AI-generated podcast to cover news from the Paris 2024 Olympic Games Devoteam Rebirth Blog
“2min chrono” an AI-generated podcast to cover news from the Paris 2024 Olympics Reading time: 5 minutes It is still difficult for me to put into words the atmosphere that reigned in France during these Games. If I still had to try to describe this enchanted parenthesis, I would say that we experienced […]
31 bonnes pratiques pour réduire l’impact environnemental de l’IA Blog Devoteam Rebirth
Temps de lecture : 10 minutes 600 millions de visites par mois pour Chat GPT, un coût d’entraînement et d’inférence qui pèse fortement sur les ressources naturelles : la croissance des usages des systèmes d’IA et des LLM pose la question de leur impact environnemental. Début 2024, Ecolab et l’AFNOR ont donc lancé un groupe […]