YUNA – the data science platform
| YUNA is a collaborative data science platform. It covers all relevant integrative, data processing and collaborative functions for mapping such application scenarios. As a result, YUNA reduces the Total-Cost-of-Ownership and ensures short time-to-market.
Thus, the platform enables the development of “Data Products” through
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Recognizing competitive advantages, interdisciplinary working, efficiency and time saving through better data quality, descriptive, predictive and prescriptive analytics, arbitrary scaling, easier decision making, value-creating machine learning, data visualization and API interface to connect with other solutions …
This is all YUNA!
Centralized platform
Manage, control and execute various use cases, analytics and automated processes in a unified platform.
Provisioning
Automatic visualization of analysis results, customized dashboards and report creation – all from a single source.
Data Citizen
Designed for collaboration between users and Data Scientists. Tailor your own questions into analysis packages and have them implemented – even without data science expertise.
Scale
Independent on data volume, queries, sources or user numbers – thanks to dynamic load balancing and modular design.
Centralized platform
Manage, control and execute various use cases, analytics and automated processes in a unified platform.
Provisioning
Automatic visualization of analysis results, customized dashboards and report creation – all from a single source.
Data Citizen
Designed for collaboration between users and Data Scientists. Tailor your own questions into analysis packages and have them implemented – even without data science expertise.
Scale
Independent on data volume, queries, sources or user numbers – thanks to dynamic load balancing and modular design.
“Was für ein mächtiges Tool und was für kreative Menschen, die sich das ausgedacht haben.”
Peter Seeberg | KI-Experte für die produzierende Industrie | Podcast “KI in der Industrie”
Key Features
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Result Rating – Augmented IntelligenceEvaluate and optimize analytics results. Algorithms provide results – people provide the expertise. Result Rating brings it all together in one function and keystroke. This makes it possible to move from pure anomaly detection with unlabeled data and unsupervised learning to labeled data and predictions through supervised learning. |
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DashboardingGo from mockup to custom view in just a few steps – Use and customize ready-made widgets. This creates customized dashboards, with exactly the information every team member in the company needs! Easily share dashboards with others and/or roll them out company-wide. Also possible: a dashboard that presents itself differently depending on the rights – / role concept. |
Filter and database in oneUse custom filter categories and SQL statements to filter intelligently. Once filtered, views can be shared with Data Scientists who use the filters as Data Sets and apply algorithms to them. Even more, filters can be edited collaboratively and also shared among users – so exporting data is no longer necessary! |
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AutomatisierenProzesse und Analysen starten, Reports und Alert ausspielen, um jederzeit reagieren und besser entscheiden zu können. |
Visualize, provide, decide. |
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Timing – IndividualQuite simply select one or regular time points to start their analyses. Well planned, they collide so never again other processes. |
Integration of Shiny and moreView and interact with HTML content directly in the dashboard. One Shiny app for different groups and users? No problem. Integrated with YUNA, apps like Shiny can leverage filtering and permissions cloning concepts from YUNA. |
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Embedded in your system landscape
Display YUNA in other applications or have it controlled via REST API, operate Shiny applications in YUNA and apply functionalities such as filters – YUNA offers many ways to seamlessly integrate into your existing system landscape without creating further media breaks.
„With YUNA eoda enables us to fix problems before they actually occur. Thanks to real-time data evaluation, we reduce downtime, optimize processes and increase machine availability at the same time“
Marco Holzer | Head of Product Management & Logistics Services | TRUMPF
Start small, think big.
Work with in a controlled and scalable environment, with optimal load balancing – regardless of data retrievals, user requests or calculations. Achieve a high-performance and arbitrarily horizontal as well as vertical, scalable analytics system for your new digital services and products.
Instead of individual project islands, develop and manage all data projects in parallel and across the enterprise and run them efficiently and across teams. YUNA breaks down boundaries in questioning and answer finding. Discover untapped potential, make even better decisions and derive direct actions.
The digital ecosystem
YUNA can be integrated independently of the system landscape. Regardless of whether business intelligence tools, frameworks or development environments – data and results can be easily combined in YUNA via REST API. The advantage: Continue to work as you would in a familiar environment and use the information without cumbersome import/export workarounds and the associated error-proneness.
In addition, benefit from the entire innovative potential of your company: Be it the business user who asks a specific question or is troubleshooting, the data scientist who develops the corresponding algorithms or those who present the results.
Your data sources - your toolset
YUNA is designed as an open platform that offers a customizable approach – discover new ways to make sense of your data!
Use proven languages like R, Python and Julia to develop your own projects and algorithms. Use any data sources you own or might own in the future. Share gained experience and use it for new use cases – instead of building from scratch. With YUNA, you can transfer existing analytics and tailor them to the new problem. YUNA adapts to the use case and delivers the appropriate functions and features through its modular design. A platform for determining customer behavior AND for monitoring and maintaining your machinery? With YUNA you have both in one platform!
People, data, progress.
Maximum distribution of knowledge is one of the basic ideas of YUNA. Thus, data sets can not only be filtered individually, the filters can be shared with other people / teams. The same applies to dashboards, views and entire projects. Benefit: Once one person has come up with the bright idea / customization, it can be rolled out company-wide if needed. The result: insights can be shared faster, work is simplified and everyone benefits.
People, data, progress
Bring together data sources, analysis result scripts and people. Build your foundation for successful data science projects and increase the value of data analytics by directly evaluating results.
Understand correlations between source and results faster. Workflow and advanced logging of script output and execution allows all steps to be reproduced, contributing not only to higher adoption but also to more robust collaboration.
End-to-end digitization
Develop new business models that expand your core business. Simplify existing processes by digitizing them. Gain a deeper understanding of interrelationships and make better decisions even faster with the help of data. Develop new services and data products – and get the decisive advantage over the competition!
One Step Ahead - Connect the Dots
Scale
Start small, think big.
Work with in a controlled and scalable environment, with optimal load balancing – regardless of data retrievals, user requests or calculations. Achieve a high-performance and arbitrarily horizontal as well as vertical, scalable analytics system for your new digital services and products.
Instead of individual project islands, develop and manage all data projects in parallel and across the enterprise and run them efficiently and across teams. YUNA breaks down boundaries in questioning and answer finding. Discover untapped potential, make even better decisions and derive direct actions.
Integrate
The digital ecosystem
YUNA can be integrated independently of the system landscape. Regardless of whether business intelligence tools, frameworks or development environments – data and results can be easily combined in YUNA via REST API. The advantage: Continue to work as you would in a familiar environment and use the information without cumbersome import/export workarounds and the associated error-proneness.
In addition, benefit from the entire innovative potential of your company: Be it the business user who asks a specific question or is troubleshooting, the data scientist who develops the corresponding algorithms or those who present the results.
Simplify
Your data sources - your toolset
YUNA is designed as an open platform that offers a customizable approach – discover new ways to make sense of your data!
Use proven languages like R, Python and Julia to develop your own projects and algorithms. Use any data sources you own or might own in the future. Share gained experience and use it for new use cases – instead of building from scratch. With YUNA, you can transfer existing analytics and tailor them to the new problem. YUNA adapts to the use case and delivers the appropriate functions and features through its modular design. A platform for determining customer behavior AND for monitoring and maintaining your machinery? With YUNA you have both in one platform!
Share
People, data, progress
Maximum distribution of knowledge is one of the basic ideas of YUNA. Thus, data sets can not only be filtered individually, the filters can be shared with other people / teams. The same applies to dashboards, views and entire projects. Benefit: Once one person has come up with the bright idea / customization, it can be rolled out company-wide if needed. The result: insights can be shared faster, work is simplified and everyone benefits.
Trust
People, data, progress
Bring together data sources, analysis result scripts and people. Build your foundation for successful data science projects and increase the value of data analytics by directly evaluating results.
Understand correlations between source and results faster. Workflow and advanced logging of script output and execution allows all steps to be reproduced, contributing not only to higher adoption but also to more robust collaboration.
Improve
End-to-end digitization
Develop new business models that expand your core business. Simplify existing processes by digitizing them. Gain a deeper understanding of interrelationships and make better decisions even faster with the help of data. Develop new services and data products – and get the decisive advantage over the competition!
Data science creates a resilient data basis for better decision-making. Only when combined with human expert knowledge does it become a real added value – the extension of human intelligence.
With Augmented Intelligence you use the potential of your company optimally! Create the basis for interdisciplinary teams and develop completely new approaches to analytics. In a whole new approach, combine human expert knowledge with a resilient database to make better decisions. From now on, your entire organization can develop, manage, and operate data projects.
Your company has an incredible potential of creative and innovative people – so why limit yourself to just one team instead of leveraging the strengths of different teams?
YUNA gives you exactly that option: let different groups collaborate on one data project.
Visionaries – The Strategists
They have the overview and lots of ideas. The ultimate goal is to lift the company to the next following level. That is why you are always looking for new ways to optimize your own processes and to describe new ways.
YUNA helps to answer where potentials lie and how to break new ground.
Responsible – The managers
The priority is the economic health of the company. They are always weighing costs and benefits. Analytically prepared results are tools of the trade – you can’t do without them. Now you just need to be prepared visually.
YUNA pairs robust and traceable results down to the individual data source with logical visualization.
Specialist users – The experts
You want to find answers to important questions, form hypotheses, or react to the results – and preferably in ONE environment to save time, rather than dozens of island solutions.
From question formulation to targeted workflows to results presentation and enablement, YUNA delivers it all in one place and lets you apply existing operations to new cases.
Data Scientists – The Specialists
They are the ones who make everything possible. From the specific requirement, develop the operations or algorithms to fulfill and answer it. Or else they do valuable data cleaning for better data quality.
YUNA provides a suitable environment for scripts and algorithms to reach their actual goal. They are supported by comprehensible processes and customization options.
Technical Details
YUNA offers various functions that give you the freedom to carry out individual projects!
Would you like to know more