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Data Science

Data scienceXomnia works on a wide spectrum of data-driven challenges and opportunities. Data science projects include – but are not limited to – burglary prediction, sales forecasting, proces optimization, product recommendation, text classification, sentiment analysis, and image based medical diagnosis.

Data science techniques

Data science techniques applied by Xomnia are often from within the field of Artificial Intelligence. Artificial Intelligence is about developing intelligent solutions. In other words, making computers do things that require intelligence when done by humans.

Most of the data science techniques we use can be categorized under Machine learning, which is a scientific discipline concerned with computer algorithms that can automatically learn models from data.

Thanks to our Text mining expertise we are able to derive insights from unstructured text. We also apply Computer vision techniques to analyze visual data (e.g. images or videos).

Why these data science techniques?

These techniques generally excel in analyzing problems with high dimensionality. While most people could probably understand a two- or three-dimensional graph, it is difficult to wrap your mind around four dimensions, and you probably wouldn’t even start trying to understand a problem that should be plotted in a 100 or 1000 dimensional graph.

This is where advanced analytics, and also Deep Learning, comes in. The algorithms that we employ are exceptionally suitable for problems that are impossible to analyze by human beings alone. Xomnia has the knowledge to apply these techniques.

Cool, but what does it mean for my company?

In the end, applying data science is all about deriving value from data. Many organizations acknowledge this potential but lack the resources to actually utilize it to a competitive advantage. Xomnia is eager to support you in becoming truly data driven!

Can we help you?

We’d love to share our big data knowledge with you, please get in touch! Keen on knowing more about us? Xomnia is a big data analytics firm based in Amsterdam, the Netherlands. We are experts in data science, big data engineering and advanced business intelligence. Our services include: big data consultancy & projects, big data training and big data traineeships.

 

References for Data Science

Almere ProRail Electrolux TUI Decos
Almere Understand and test-drive the possibilities of big data

One of the challenges the Municipality of Almere faces, is how to provide her citizens with integrated social… Continue reading »

Services Big Data Fundamentals program

Expertise Data Science

Industry Government

Xomnia’s Big Data Fundamentals has helped us to understand and test-drive the possibilities of big data for the Municipality of Almere. During an intensive three days course, we learned in both theory and practice how to apply big data in the social domain.

Mathijs Tuynman Research Project Manager

ProRail Predicitive models for rail defects and trespassers

ProRail is the infrastructure manager of the Dutch Railways. Xomnia has helped us in developing predictive models for… Continue reading »

Services Big data traineeship

Expertise Machine learning & Predictive modelling

Industry Transportation/Trucking/Railroad

Xomnia has helped us very well with setting up our DataLab, by providing data science talents (traineeship proposition) and infrastructure expertise.

Paul van der Voort Program manager DataLab

Electrolux Big data journey kick-start for Electrolux in Stockholm

Electrolux is a global leader in home appliances, based on deep consumer insight and developed in close collaboration… Continue reading »

Services Big Data Fundamentals program

Expertise Data Science

Industry Consumer Goods

Kick-start of our big data journey.!! Two days of inspirational training with a great balance between theory and practical application.
Martijn and Gijs from Xomnia thanks for an excellent experience!

Paul Mol Global Finance and IT Director Purchasing

TUI Advanced survey analysis through text mining

TUI is an international leisure-travel company. They constantly strive to surpass their customers’ expectations. When doing proper customer… Continue reading »

Services Big data consultancy project

Expertise Text Mining

Industry Leisure, Travel & Tourism

Thanks to Xomnia we can analyze our customer survey data in an unprecedented way

Leonie Zoet Marketing Intelligence Manager

Awesome traineeship at the Royal Netherlands Air Force

The Royal Netherlands Air Force is a modern, high-tech armed forces Service that contributes to peace and security… Continue reading »

Services Big data traineeship

Expertise Data Science

Industry Military

​With his data science capabilities Wouter made right from the start a difference at Airbase Eindhoven of the Royal Netherlands Air Force. The guidance from Xomnia made it even more applicable. A talented Xomnia trainee, thanks Xomnia.

Eduard de van der Schueren Innovationsmanager AIR

Decos Two data driven solutions by Xomnia trainees

Decos Technology Group believes that mankind is able to create a better world. They apply there knowledge and… Continue reading »

Services Big data traineeship

Expertise Data Science, Text Mining

Industry Information Technology Services

Without the training and guidance the traineeship had to offer, our two data science trainees Kasper en Katherine at Decos wouldn’t have made the crucial steps in our exploring phase with data science.

Roel Noort Chief Innovation Manager

“becoming a Data Scientist” course

The Municipality of Utrecht is one of the four largest municipalities of the Netherlands. The growth and innovation… Continue reading »

Services Becoming a Data Scientist

Expertise Machine learning & Predictive modelling

Industry Government

The course “becoming a Data Scientist” brought me, even as an experienced researcher, new methods and tooling. Xomnia did broaden my horizon on Data Science!

Arjen Kruithof Adviseur Stedelijk Water

Custom made RapidMiner Radoop training

NXP Semiconductors N.V. (NASDAQ: NXPI) enables secure connections and infrastructure for a smarter world, advancing solutions that make… Continue reading »

Services RapidMiner

Expertise Machine learning & Predictive modelling, RapidMiner

Industry Semiconductors

The gained understanding helped us to make a well informed choise both technology- and business case wize. Xomnia’s trainers shared their knowledge from their own practical experience, which gave us a solid look behind the scenes. Next to their knowledge and experience, it’s their enthusiasm really setting them apart.

Henk van den Elsen Manager R&D IT DES Competence Center

Xomnia Trainee

The @Leisure Group is one of the largest players in the European online market for accommodation rentals, such… Continue reading »

Services Big data traineeship

Expertise Data Science

Industry Leisure, Travel & Tourism

We are an international and fast growing company always looking for talented people. There is a lot of opportunity for (personal) growth and this is also one of the reasons why we are a big fan of the training and coaching approach of Xomnia. In addition, our trainee has helped out a great deal with our data science capabilities.

Bret Kelly Chief Technology Officer

Two Xomnia Trainees

DELTA supplies energy, infrastructure and digital services. DELTA is inseparable from its home base in Zeeland: on the… Continue reading »

Services Big data traineeship

Expertise Data Science

Industry Utilities

Two guys, the Xomnia Trainees, since October last year are for us the perfect way to get data science more incorporated in our daily business. Xomnia is commited on the guidance and brings the best to Delta.

Michel Koornstra Head of Trading