התחל במצב לא מקוון עם האפליקציה Player FM !
פודקאסטים ששווה להאזין
בחסות


1 Romesh Ranganathan Pitches a Tearjerker with a Curse, a Meet Cute, and an Orangutan! 33:06
Building Resilient Data Systems for Modern Enterprises at Astrafy with Andrea Bombino
Manage episode 448897519 series 2948506
Efficient data orchestration is the backbone of modern analytics and AI-driven workflows. Without the right tools, even the best data can fall short of its potential. In this episode, Andrea Bombino, Co-Founder and Head of Analytics Engineering at Astrafy, shares insights into his team’s approach to optimizing data transformation and orchestration using tools like datasets and Pub/Sub to drive real-time processing. Andrea explains how they leverage Apache Airflow and Google Cloud to power dynamic data workflows.
Key Takeaways:
(01:55) Astrafy helps companies manage data using Google Cloud.
(04:36) Airflow is central to Astrafy’s data engineering efforts.
(07:17) Datasets and Pub/Sub are used for real-time workflows.
(09:59) Pub/Sub links multiple Airflow environments.
(12:40) Datasets eliminate the need for constant monitoring.
(15:22) Airflow updates have improved large-scale data operations.
(18:03) New Airflow API features make dataset updates easier.
(20:45) Real-time orchestration speeds up data processing for clients.
(23:26) Pub/Sub enhances flexibility across cloud environments.
(26:08) Future Airflow features will offer more control over data workflows.
Resources Mentioned:
https://www.linkedin.com/in/andrea-bombino/
Astrafy -
https://www.linkedin.com/company/astrafy/
https://airflow.apache.org/
https://cloud.google.com/
dbt -
https://www.getdbt.com/
https://astronomer.typeform.com/airflowsurvey24
Thanks for listening to “The Data Flowcast: Mastering Airflow for Data Engineering & AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
61 פרקים
Building Resilient Data Systems for Modern Enterprises at Astrafy with Andrea Bombino
The Data Flowcast: Mastering Apache Airflow ® for Data Engineering and AI
Manage episode 448897519 series 2948506
Efficient data orchestration is the backbone of modern analytics and AI-driven workflows. Without the right tools, even the best data can fall short of its potential. In this episode, Andrea Bombino, Co-Founder and Head of Analytics Engineering at Astrafy, shares insights into his team’s approach to optimizing data transformation and orchestration using tools like datasets and Pub/Sub to drive real-time processing. Andrea explains how they leverage Apache Airflow and Google Cloud to power dynamic data workflows.
Key Takeaways:
(01:55) Astrafy helps companies manage data using Google Cloud.
(04:36) Airflow is central to Astrafy’s data engineering efforts.
(07:17) Datasets and Pub/Sub are used for real-time workflows.
(09:59) Pub/Sub links multiple Airflow environments.
(12:40) Datasets eliminate the need for constant monitoring.
(15:22) Airflow updates have improved large-scale data operations.
(18:03) New Airflow API features make dataset updates easier.
(20:45) Real-time orchestration speeds up data processing for clients.
(23:26) Pub/Sub enhances flexibility across cloud environments.
(26:08) Future Airflow features will offer more control over data workflows.
Resources Mentioned:
https://www.linkedin.com/in/andrea-bombino/
Astrafy -
https://www.linkedin.com/company/astrafy/
https://airflow.apache.org/
https://cloud.google.com/
dbt -
https://www.getdbt.com/
https://astronomer.typeform.com/airflowsurvey24
Thanks for listening to “The Data Flowcast: Mastering Airflow for Data Engineering & AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
61 פרקים
כל הפרקים
×
1 Embracing Data Mesh and SQL Sensors for Scalable Workflows at lastminute.com with Alberto Crespi 30:09

1 The AI-Ready Pipeline: Reimagining Airflow at Veyer® Logistics with Anu Pabla 23:21

1 Streamlining AI and ML Operations at IBM with BJ Adesoji and Ryan Yackel 24:44

1 Inside the Custom Framework for Managing Airflow Code at Wix with Gil Reich 31:02

1 Modernizing Legacy Data Systems With Airflow at Procter & Gamble with Adonis Castillo Cordero 22:13

1 Building an End-to-End Data Observability System at Netflix with Joseph Machado 38:54

1 Why Developer Experience Shapes Data Pipeline Standards at Next Insurance with Snir Israeli 30:28

1 Data Quality and Observability at Tekmetric with Ipsa Trivedi 22:49

1 Introducing Apache Airflow® 3 with Vikram Koka and Jed Cunningham 27:28

1 Airflow in Action: Powering Instacart's Complex Ecosystem 25:14

1 From ETL to Airflow: Transforming Data Engineering at Deloitte Digital with Raviteja Tholupunoori 27:42

1 A Deep Dive Into the 2025 State of Airflow Survey Results with Tamara Fingerlin of Astronomer 23:26

1 Airflow’s Role in the Rise of DataOps with Andy Byron 26:15

1 The Software Risk That Affects Everyone and How To Address It with Michael Winser and Jarek Potiuk 28:27

1 Building Scalable ML Infrastructure at Outerbounds with Savin Goyal 36:46
ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.