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Machine learning operations, CI/CD, and lifecycle management for AI workloads on AKS.

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Deploy and take Flyte with an end-to-end ML orchestration solution on AKS

· 7 min read
Sachi Desai
Product Manager for AI/ML, GPU workloads on Azure Kubernetes Service

Data is often at the heart of application design and development - it fuels user-centric design, provides insights for feature enhancements, and represents the value of an application as a whole. In that case, shouldn’t we use data science tools and workflows that are flexible and scalable on a platform like Kubernetes, for a range of application types?

In collaboration with David Espejo and Shalabh Chaudhri from Union.ai, we’ll dive into an example using Flyte, a platform built on Kubernetes itself. Flyte can help you manage and scale out data processing and machine learning pipelines through a simple user interface.