Machine Learning / AI
Competences

Turn Data into Knowledge

We support you in the conception and implementation of your AI and Data Science strategy!

Machine Learning, Artificial Intelligence (AI), Deep Learning, Analytics and Data Science are currently fueling discussions on business, society, politics and culture.

If you are wondering what this means for your business, you are in the right place!

Technology

Data Mining

Data mining is the classical approach to analyze structured data. For this purpose, either directly measurable values ​​such as the temperature during a production process or values ​​derived therefrom are used as inputs for the machine learning process. In this way, the instructions for future events can be derived from historical data.

Text / Speech Analysis

Text and spoken language are mostly used for communication between people. For this unstructured data, recent advances in machine analysis of text and spoken language allow for a variety of novel uses. Chatbots and other language assistants are just the beginning!

Image and Video Analysis

Photos and videos contain information rather implicitly. While relatively easy to capture, extraction of relevant data requires highly complex algorithms. Fortunately, there are pre-trained, deep neural networks that can be adapted to specific problems with the help of so-called transfer learning. This opens up completely new application scenarios for companies that do not have their own large amounts of data.

 

 

This is how data is typically collected and processed

AI / Machine Learning - Process

 

Use Cases

Practical examples

E-MAIL CLASSIFICATION
TEXT AND LANGUAGE PROCESSING

 

Respond quickly and effectively to customer inquiries.

 

» More

PREDICTIVE MAINTENANCE
DATA MINING

 

Minimize costs and reduce downtime.

 

» More

UNDERSTANDING TEXTS
DATA MINING, TEXT AND LANGUAGE PROCESSING

Extract valuable information from texts.

 

» More

CHURN PREVENTION
DATA MINING

 

Avoid the churn of profitable customers.

 

» More

NEXT BEST OFFER
DATA MINING

 

Understand your customers better!

 

 

» More

INDOOR NAVIGATION
PICTURE AND VIDEO ANALYSIS, TEXT AND LANGUAGE PROCESSING

Improve the shopping experience of your customers.

 

» More

QUALITY CONTROL
DATA MINING

 

Automate and accelerate your quality control.

 

» More

INGREDIENTS DETECTION
PICTURE AND VIDEO ANALYSIS, TEXT AND LANGUAGE PROCESSING

Increase customer loyalty through innovative services.

 

» More

How we work

Transparent and Agile

Each data analysis project has its own characteristics and different requirements. It is particularly important to follow the established procedural models in order to make the course of a project as transparent, agile and efficient as possible. We use a combination of Design Thinking workshops, CRISP-DM and the Machine Learning Canvas  in our Data Science projects.

● At an early stage, design thinking enables us to elaborate the project goals together with the customer.
● The CRISP-DM procedure model helps to structure the actual data science process for each use case.
● The Machine Learning Canvas is for documentation purpose.

AI / Machine Learning - How we work

Your advantage

Individual solutions

Whether you have already carried out initial analysis projects yourself or are still at the very beginning – we are there to support and provide you with the right service at the right time.

Let your business benefit from our know-how in the design and implementation of individual solutions.

Additionally, we can also support you in building up know-how internally with our tailor-made workshops and trainings offered by the tarent Academy . Our offer ranges from introductory seminars to programming language-specific hands-on workshops.

Contact

Publications

Press and blog articles

Expertise and experience

tarent in numbers

23

Years of experience

3

Locations

200 +

IT professionals

30

Digital experts

13

Partners

27

Development projects in parallel


Want to know more?

Get in touch

Do you have any questions or are you interested in an informal consultation? We would be delighted to hear from you!