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Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference

Learn how modern DataOps is enabling advanced use cases beyond analytics in a half-day of virtual sessions where data leaders share how they leverage orchestration to power AI, ML, and production-grade data products.

  • 🔥Perks: Attendees will receive a free Airflow 3 DAG Authoring Certification ($150 value)!
  • Please Note: you must register on the event page here to save your spot.

WHAT TO EXPECT AT BEYOND ANALYTICS

  • Learn from Data Leaders: Data innovators share how they push the limits of what’s possible with data orchestration.
  • Explore What’s New: Discover the latest Airflow and Astro features built to support modern analytics, AI, and ML at scale.
  • Get Your Data AI Ready: Get practical guidance to help you implement and scale AI initiatives in production.

BECOME A CERTIFIED AIRFLOW 3 EXPERT Join Airflow expert Marc Lamberti, creator of Data with Marc, for a fast-track, expert-led introduction to Apache Airflow 3 fundamentals — designed to help you confidently prepare for the official Airflow 3 certification exam. Get your questions answered live, plus you’ll get a discount code for a free certification ($150 value).

FEATURED SPEAKERS

  • Ryan Delgado: Director of Engineering at Ramp
  • Julian LaNeve: CTO at Astronomer
  • Jacob Dodd: Senior Machine Learning Engineer at Laurel
  • Pete DeJoy: Co-Founder & CPO at Astronomer

BRINGING TOGETHER THE DATA ECOSYSTEM Beyond Analytics is presented by Astronomer and supported by the following partners.

Please Note: you must register on the event page here to save your spot.

Beyond Analytics: The DataOps Conference
Marc Lamberti – Head of Customer Education at Astronomer

We’re excited to offer Airflow Summit 2025 attendees an exclusive opportunity to earn their DAG Authoring certification in person, now updated to include all the latest Airflow 3.0 features. This certification workshop comes at no additional cost to summit attendees. The DAG Authoring for Apache Airflow certification validates your expertise in advanced Airflow concepts and demonstrates your ability to build production-grade data pipelines. It covers TaskFlow API, Dynamic task mapping, Templating, Asset-driven scheduling, Best practices for production DAGs, and new Airflow 3.0 features and optimizations. The certification session includes: 20-minute preparation period with expert guidance Live Q&A session with Marc Lamberti from Astronomer 60-minute examination period Real-time results and immediate feedback To prepare for the Airflow Certification, visit the Astronomer Academy ( https://academy.astronomer.io/page/astronomer-certification) .

Airflow API Astronomer
Airflow Summit 2025

Rejoignez le Groupe Apache Airflow de Paris pour un meetup virtuel engageant et informatif!

Préparez-vous à des présentations couvrant tous les aspects d'Airflow, conçues pour enrichir votre boîte à outils et approfondir votre compréhension de l'orchestration des données.

AGENDA

  • 10h00 - 10h05 : Arrivées
  • 10h05 - 10h10 : Introduction
  • 10h10 - 10h35 : Présentation 1
  • 10h35 - 10h55 : Présentation 2
  • 10h55 - 11h00 : Remarques de clôture

PRESENTATIONS

Présentation 1: Débloquer la Scalabilité : Migration des Planificateurs Hérités vers Apache Airflow

  • Conférencier: Abderrahim J, ingénieur senior Devops expertise Python Ansible ELK stack, Worldline
  • Résumé: Cette présentation explorera la transition des planificateurs hérités tels que BMC Control-M et UC4 Automic vers Apache Airflow sur Kubernetes. Nous mettrons en évidence les avantages de la scalabilité et de l’efficacité des coûts d’Airflow lorsqu'il est déployé sur Kubernetes. Les principaux sujets incluent les étapes essentielles de migration, l’intégration des plugins, les outils de migration, les considérations de sécurité et l’amélioration de la résilience du système.

Présentation 2: Interagir efficacement avec les systèmes de stockage d'objets dans vos DAGs

  • Conférencier: Marc Lamberti, Responsable de la Formation Client at Astronomer
  • Résumé: Vos DAGs peuvent interagir avec de nombreux systèmes de stockage d'objets, tels que S3, GCS, ADLS, etc. Si vous utilisez des opérateurs "SourceToDest", cette présentation est faite pour vous. Nous allons explorer une nouvelle fonctionnalité d'Airflow appelée Object Store, qui améliorera considérablement vos interactions avec ces systèmes, rendant vos DAGs plus faciles à lire et à écrire. Attachez votre ceinture et c'est parti !
Rencontre Virtuelle Apache Airflow avec Marc Lamberti
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