Fast Feedback Loop with Modal: Building Cloud-Native Python Apps

In this video, Erik Bernhardsson discusses the challenges of building GPU requiring products locally and in the cloud, and how Modal streamlines the process. Elaborating on the simplicity and utility of Modal, he explains how it allows for infrastructure to be described directly in the code and how it improves the feedback loop. Discover how a single Python script in Modal can manage environment definitions, function creation, container management, execution, and output streaming in real-time, all with zero configurations.

Тэги:

#serverless #cloud #data #machine_learning #python #gpu #kubernetes #docker #containers #aws #lambda #devops #infrastructure #data_science #data_engineering #data_pipelines #cron_jobs #data_teams #technology #software #engineering #developer #tools #devtools

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