You have an ingenious idea, but you lack personnel with technical skills to implement it yourself? We are happy to support you with our know-how and help you to achieve your goals pragmatically and efficiently. From data engineering over data science to data visualization, you can count on our support.
For further Data Science services like Advanced Analytics Consulting, Model Review, Project Management, Coaching, Presentations, etc... please contact us. We will be pleased to assist you.
Are you sitting on a mountain of data and don't know how to mine the supposed gold in it? Usually asking the right questions is the biggest hurdle. We are happy to assess the potential of your data and evaluate the best approach with the greatest chance of success.
In our Potential Assessment we examine the following points:
The scope of a Potential Assessment varies depending on the complexity of your goals. We can help you starting with non-binding meeting up to an agile pilot project. We are looking forward to making you a tailor-made offer according to your needs.
Real-world data is often incomplete, noisy and inconsistent. The phrase "garbage in, garbage out" is particularly applicable to machine learning projects. Before a software algorithm can go looking for answers, the data must be cleaned up and converted into a unified form that machine learning algorithms can understand.
Major tasks in data preparation are:
We are happy to help you conducting these essential steps to bring your data science project onto the right track.
Exploratory Data Analysis (EDA) is an efficient way to gain understanding of the main characteristics of your data. EDA is based on numerical and visual methods. Furthermore EDA enables a data driven hypothesis generation. This process often feels like "detective work": We explore your data looking for hidden patterns and structure that lead to new hypotheses and predictive models.
The main steps conducted in Exploratory Data Analysis are:
Let us help you indentifing patterns in your data and generating business value by exploiting those.
Business metrics do a great job summarizing the past. But if you want to predict how customers will respond in the future, there is only one place to turn — Predictive Analytics (PA). By learning from your abundant historical data, PA delivers something beyond standard business reports and sales forecasts: Actionable predictions for each customer.
Our Predictive Analytics solutions run through the following steps:
We will enable you to look into the future and make the right decision already today.
We use Data visualization as modern equivalent of storytelling. The brain processes visual content (like an infographic) 60,000 times faster than it does text. Patterns, trends and correlations can be spotted quickly and easily.
With our interactive data visualizations we go even one step further – moving beyond the display of static graphics to interactive ones. We are letting you drill down into charts and graphs for more details, and interactively (and immediately) changing what data you see and how it is processed.
For creating Data Visualisations we consider the following points:
We love to visualize data. Let us help you to see the insights in your data.
According to the principle "Do Good and Talk about It", we regularly give lectures at various universities of applied sciences like
We like to share our experiences in the field and talk about concrete examples implemented for our customers. Our ever-growing Slide-Stack is available online and can be accessed publicly.
We are happpy to support you with presentations, keynotes or introductions about any Data Science topic.