Union.ai Howto
Union.ai is a unified orchestration platform for machine learning workflows, data pipelines, and ML-driven products that accelerates AI development and deployment.
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Sign up for Union.ai: Go to the Union.ai website and click the 'Sign up' button to create an account.
Install Flyte and Union: Follow the documentation to install Flyte and Union on your local machine or cloud environment.
Define your workflow in Python: Use Flyte's Python SDK to define your ML workflow as a series of tasks and workflows.
Test locally: Run your workflow locally to test and debug before deploying to production.
Deploy to Union Cloud: Use Union's managed cloud platform to deploy your workflow to production at scale.
Monitor and optimize: Use Union's built-in observability tools to monitor workflow performance and optimize as needed.
Collaborate with team: Leverage Union's collaboration features to share workflows and results with your team.
Scale compute resources: Easily scale up compute resources like GPUs as your workflow demands increase.
Integrate with other tools: Connect Union with other ML tools and platforms in your stack as needed.
Get support: Reach out to Union's support team or community resources if you need help along the way.
Union.ai FAQs
Union.ai is a platform that provides unified orchestration for machine learning workflows, data pipelines and ML-driven products. It helps organizations deliver AI products efficiently with lower cost and faster time to market.
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