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YUNA elements

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Linking Data Science with projects!

Execution Layer and Project Management meet Smart Actions
- everything from one source

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YUNA elements thinks Data Science further and goes the way from collaborative creation to productive use of Data Science projects. YUNA elements is a server-based application and your conductor for Data Science projects. Free yourself from routine and administrative tasks and use your time to work together on the best algorithms.

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Machine Learning Lifecycle

Per Knotenstruktur jeden Schritt des Machine Learning Lifecycles ganz einfach steuern.

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Automate

Training, deployment, execution, and monitoring and alerts along the entire project.

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For enterprises

Reduce the effort required to manage, execute and automate all analytics projects

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For R & D

Train your models even easier and get results faster

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For You

Build your own analytical solution – without high development costs, precisely tailored to your requirements!

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Machine Learning Lifecycle
with

Project structures – with nodes

YUNA elements offers a quickly graspable, hierarchical project structure. In the nodes, all resources such as scripts, image, text and other files can be stored.

Develop and optimize partial steps instead of complex structures and reuse parts in other projects – analysis scripts thus no longer need to map the entire pipeline.

Individual script environments

Analysis scripts are executed in YUNAelements by environment packages called agents. An agent supports R, Python and JULIA in different versions.

Use as many agents as you like in your projects to perform the optimal analysis at any time.

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Versioning

With YUNA elements, scripts can be used in different versions as well as changes can be tracked through bindings of, for example, Git.

Connect public or private repositories to your projects. Use data and scripts from all branches and commits

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Scale Data Science skalieren
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Dynamic load balancing

Whether data queries, volume, sources, or user numbers:
YUNA elements provides a performant environment for ALL analytics products at any time.

Markdown & terminal in one.

Both are possible:
YUNA elements can be used both via the terminal and via Markdown interface.

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Granular rights-role concept

Working in teams, different departments or with external parties:

YUNA elements lets you create and manage individual role concepts, tailored to your requirements. You control who should perform which data analysis activity.

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Integrate Data Science
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Integration via API

Not only integrate – but also control!
Free selectable endpoints allow YUNA elements to react to or be controlled by other applications.

This way, YUNA elements ensures easy and fast integration into your infrastructure.

Use all common data science languages

Your scripts speak R, Python, or JULIA – maybe there are even scripts in all languages?
Integrated pacts ensure interaction.

YUNA elements links scripts in different languages together.

Erweiterbar

Mit YUNA elements bieten wir ein einfach anpassbares System, das sich an Ihre Bedürfnisse und Projekte anpasst. Sprechen Sie uns einfach an!

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Automate Data Science
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Eventrigger

Automated report generation? Launch different projects interdependently? Respond to external events? Inform users? Create visualization?

YUNA elements provides customizable endpoints that respond to your projects and perform automatic actions.

Smart Alerts, Logging, Report – and More

Smart alerts along analytics? Play out reports? Inform users? Drive other projects?

With YUNA elements you can set individual endpoints and provide them with actions. Create your very own logics!

Scheduler

When to run which analysis and how?

Define order and intervals individually with YUNA elements.

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