data science environment

eoda | data science environment

With the eoda | data science environment we integrate data science into your business processes.

Data

Various data sources

Models

Statistical models and applications

Collaboration

Workflow and cooperation

Results

Delivering analysis results

Integration

Operationalization in business processes

Script languages are key in the digital revolution

Data mining, artificial intelligence and statistical models – the application of data science is one of the key success factors of the digital revolution. Data science algorithms are often written with programming languages such as R, Python or Julia.

These lightweight languages with their countless libraries for statistical models, data management or the visualization of results are especially suited for fast prototyping or for a proof-of-concept.

 

Data science as team discipline in the business environment

With the eoda | data science environment – consisting of the eoda | data science core and the eoda | data science portal – we combine data science with your business processes in order to develop processes and products supported by data or analytics.

 

eoda | data science core – controlling and managing analysis projects

The eoda | data science core is the centerpiece of this framework. There you can connect data sources, manage user rights and analysis scripts as well as control and operationalize analyses in a reliable and controlled environment. The data scientist will benefit from the full flexibility of the script languages and will be released from routine tasks.

 

Data science know-how and specialized expertise belong together

The eoda | data science core is complemented by the eoda | data science portal – a web application for exploratory analyses and the depiction of results. Individual data science applications such as condition monitoring or risk management can be configured with modules which are flexibly combinable.

As a result, the data science environment will optimize the cooperation of data science and specialty department: data-driven business processes will be established and new business models will be developed for the age of digitalization.

All the technical information of the eoda | data science environment can be found here.

Kollaboration von Data Science und Fachanwendern

Case Studies

The eoda | data science environment at TRUMPF Laser

TRUMPF is world market and technology leader in the field of industrial lasers and laser systems. With a condition monitoring portal based on the eoda | data science environment, TRUMPF managed to notably increase its analytics maturity by means of data and algorithms.

The Case Study

 

The benefits of the eoda | data science environment for...

...Professional Users

  • Implementing the digitalization by means of data- and analysis-based processes

  • Development of AI applications

  • Interdisciplinary data science workflow based on CRISP-DM

  • Transparent and comprehensible analyses and results

  • Role and filter concepts for exploratory data analysis

  • User-friendly and customizable dashboards

 

...Data Scientists

  • Use of various open source scripting languages such as R, Python or Julia

  • Easy integration and customizable analysis scripts

  • Time and event-driven execution of analyses

  • Comprehensible results instead of black box approach

  • Use of the usual IDEs such as RStudio, Eclipse etc.

  • Standardized and documented API for incorporating analyses and models into business applications

 

...IT Administrators

  • Controlled and scalable environment

  • Extensive and well-documented interfaces

  • High performance due to load balancing

  • Easy maintainability

  • Separation of responsibilities

  • Reliable monitoring & logging

  • Deployment as SaaS, cloud solution or on-premise

You can also download all important information on the DSE with our information brochure:

 

Make your data come alive:

Why we use Highcharts in our DSE.

 

You want to take the next step with the eoda | data science environment?

Please contact us.

Call us on +49 561 202724-51 or send us a message:

eoda GmbH | Universitätsplatz 12 | 34127 Kassel-Germany | +49 561 202724-40 | info@eoda.de
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