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SOLUTION

DKube MLOps Workflow

Workflows that support the complete MLOps Lifecycle

solutions

Automation

DKube supports an end-to-end MLOps workflow from feature engineering through production deployment. The platform is based on the popular Kubeflow framework, bringing together its powerful components and enhancing them with best-in-class capabilities such as-

Integrate DKube into your existing product:

Feature Engineering

Tracking and Lineage

MLFlow-based metric collection and compare

Flexible data source integration

CI/CD-based automation

Workflow

All of this integrated into a flexible, UI-based workflow. It is intuitive enough to allow team members to be collaborating on real research within hours of starting the installation. DKube is optimized for on-prem installation out-of-the-box. The difficult, time-consuming task of integrating the hardware with the software components is handled by our Helm-based installation. Because it runs on top of Kubernetes, DKube works with the same look, feel, workflow, and reliability on a cloud-based platform. And your work can be quickly and easily migrated back and forth.

Frameworks

DKube is standards-based from the ground up. It uses the best-in-class frameworks and tools, including:

TensorFlow

PyTorch

Scikit Learn

JupyterLab

RStudio

Katib

Also it supports the most common authorization standards: GitHub & LDAP. Flexible code and data integration is built into the workflow. It supports

The most popular code repositories, including GitHub, GitLab, and Bitbucket

The most common storage standards for data and models, including GitHub, GitLab, Bitbucket, AWS S3, Minio, Google Cloud Storage, and Redshift.

Use Cases

Use Cases

Creating an Enterprise-Ready MLOps Platform Using Kubeflow

FAQ

We’ve got you covered, 24/7.

Be able to see what is important and make changes instantly with powerful data analytics.

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Everyone has unique needs for their website, so there’s one way to know if Squarespace is right for you: try it!

We offer a free 14-day trial so you can explore our platform, begin building a site, and decide if you're ready to subscribe to Squarespace.

How do I get started with Squarespace?

Everyone has unique needs for their website, so there’s one way to know if Squarespace is right for you: try it!

We offer a free 14-day trial so you can explore our platform, begin building a site, and decide if you're ready to subscribe to Squarespace.