Metaflow is a human-centric framework for data science and ML/AI engineering that makes it quick and easy to build and manage real-life ML, AI, and data science projects.

Where can I deploy Metaflow?

Metaflow can be deployed on AWS (EKS and S3, or AWS Batch & AWS Step Functions), Azure (AKS and Azure Blob Storage), Google Cloud (GKE and Google Cloud Storage), and custom Kubernetes clusters.

What kind of companies use Metaflow?

Metaflow is used by hundreds of companies across industries, powering diverse projects from state-of-the-art GenAI and compute vision to business-oriented data science, statistics, and operations research.

Can I try Metaflow without deploying it?

Yes, you can try Metaflow Sandbox in the browser to get a taste of Metaflow in the cloud.

Metaflow: Open-source framework for building and managing ML, AI, and data science projects.

Name: Metaflow
Rating: 5 (79 reviews)
Author: toolify

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Introduction:

Open-source framework for building and managing ML, AI, and data science projects.

Added on:

Apr 05 2024

Monthly Visitors:

18.6K

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Metaflow Product Information

What is Metaflow?

Metaflow is an open-source framework originally developed at Netflix for building and managing real-life ML, AI, and data science projects. It allows data scientists and ML/AI engineers to develop, debug, and deploy workflows in plain Python, leveraging cloud resources for scalable compute and data access. Metaflow integrates seamlessly with existing infrastructure, security, and data governance policies, supporting deployment on AWS, Azure, Google Cloud, and Kubernetes.

How to use Metaflow?

Develop workflows in Python, debug locally, and deploy to production with a single command. Metaflow handles versioning, orchestration, and compute scaling automatically. You can also try Metaflow Sandbox in the browser for a quick taste.

Metaflow's Core Features

Orchestration of data science workflows

Versioning of data and variables

Scalable compute using cloud resources

Seamless deployment to production

Integration with existing infrastructure

Metaflow's Use Cases

Developing safe and reliable ML products

Accelerating ML experimentation

Improving data science processes

Powering diverse projects from GenAI to business-oriented data science

FAQ from Metaflow

What is Metaflow?
Where can I deploy Metaflow?
What kind of companies use Metaflow?
Can I try Metaflow without deploying it?

Metaflow Company

Metaflow Company name: Netflix, Inc. .
Metaflow Pricing

Metaflow Pricing Link: https://outerbounds.com/docs/sandbox/
Metaflow Github

Metaflow Github Link: https://github.com/Netflix/metaflow

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Metaflow Reviews (0)

5 point out of 5 point

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