Advanced Analytics

Leverage the power of machine learning

Advanced analytics has the potential to generate unprecedented knowledge from your data. With the help of modern techniques such as machine learning methodologies, we generate complex models from your data that support you in your future decision-making processes.

Our services

Data Mining

Using modern state-of-the-art algorithms, we search for previously undiscovered patterns in your data

Descriptive Analytics

Using statistical methods, we research relationships in your existing data

Predictive Analytics

We implement machine learning models for classification and regression for prediction on future data

Prescriptive analytics

Make AI-based (semi-)automated decisions thanks to advanced technologies and tools

Deep Learning

We develop powerful neural networks for the analysis of highly complex information such as image and audio data

Guidance in the agile development process

From requirements analysis to model training and deployment

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Stefan Müller
Director Big Data Analytics & IoT

Discover your data potential

it-novum – Your partner for advanced analytics

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Use-Case Discovery

We help you identify and evaluate use cases

Big Data Analytics

Our Big Data team packs a punch! We don’t shy away from large amounts of data and can even help you with more demanding data


We can integrate your solution seamlessly into your existing system landscape so that your data models and patterns can realise their full potential


Thanks to the combined expertise of our data science team, we can optimally support you in implementing your advanced analytics project

Enterprise Ready Open Source

We rely on powerful, expandable, tried and tested open-source technologies


We are no strangers to Scrum and CRISP-DM – Because they form the basis for ongoing successful project implementations

We are acknowledged, in-demand data experts in specialist media. Our articles regularly appear in:

it has never been so easy to get started

Let’s talk about your project

We should get to know each other!


it-novum GmbH Deutschland

Edelzeller Straße 44,36043 Fulda

Ruhrallee 9, 44139 Dortmund
Kaiserswerther Straße 229, 40474 Düsseldorf

Tel.: +49 661 103 434

it-novum Zweigniederlassung Österreich

Ausstellungsstraße 50 / Zugang C
1020 Wien

Tel.: +43 1 205 774 1041

it-novum Vertrieb Schweiz 

Seestrasse 97
8800 Thalwil

Tel.: +41 44 722 75 55