Pipeline Deployment to Production

Concevoir des pipelines de prévision pour la production

Rami Krispin

Senior Manager, Data Science and Engineering

Pre-deployment steps

Pre-deployment steps

Pre-deployment steps

Pre-deployment steps

Deployment to production

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• Enables automation and resource scaling

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• Makes work accessible to others 🌐

Deployment to production

• Live environment for real users and business operations 🏦

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What could go wrong?

What could go wrong?

What could go wrong?

What could go wrong?

Monitoring and observability

Monitoring and observability

Monitoring and observability

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• Handled by dedicated SRE or DevOps teams 🔧

Let's practice!

Concevoir des pipelines de prévision pour la production