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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
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30 free minutes with a training advisor — no commitment.
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Don't let this gap widen
Sans maîtrise de l'orchestration de flux de données, vos pipelines s'effondrent sous la charge, générant des échecs invisibles et des retards chroniques.
65 % des incidents en production chez les data teams sont liés à une mauvaise gestion des workflows, coûtant en moyenne 18 000 € par événement aux entreprises selon Gartner.
Chaque mois sans compétences solides, les data engineers gaspillent 40 % de leur temps en debugging manuel, freinant les projets business et exposant votre carrière à l'obsolescence face à la concurrence.
Les pertes s'accumulent : réagissez avant que votre pipeline ne devienne le maillon faible de l'entreprise.
The Maîtriser l'Orchestration de Flux de Données avec Prefect : De l'Installation à la Production training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Maîtriser l'Orchestration de Flux de Données avec Prefect : De l'Installation à la Production training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Maîtriser l'Orchestration de Flux de Données avec Prefect : De l'Installation à la Production training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
Tour d’horizon de l’orchestration de workflow, positionnement de Prefect vs Airflow, concepts de base (Flux, Tâches, Schedules), installation de Prefect Core et Cloud, premier flux simple en local, connexion à Prefect Cloud, gestion des secrets, best practices de sécurité.
Structuration de projets Prefect, création de tâches personnalisées, gestion des dépendances entre tâches, mapping dynamique, paramètres et variables, gestion des états et redémarrage automatique, configuration des schedules récurrents, monitoring local et distant, premiers cas d’erreur courants et gestion d’exceptions.
Déploiement en production (Docker, Kubernetes), paramétrage des agents Prefect, surveillance et logs dans Prefect Cloud, intégration avec GCP, AWS, Azure, stockage de données, notifications par Slack ou email, bonnes pratiques de CI/CD avec Prefect, stratégies de scaling, retours d’expérience, troubleshooting et support.
Target audience
Développeurs, data engineers et professionnels de la donnée souhaitant automatiser et surveiller leurs workflows de données
Prerequisites
Avoir des bases en Python et une expérience avec les outils de traitement de données
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