3 Blog

Feature Stores in Machine Learning Architectures

Feature Stores in Machine Learning Architectures

As more and more business intelligence use cases rely on machine learning (ML) models to support advanced analytics, operating these models in a reliable and scalable ...
More
SAP HANA Connector - Hands-on Data Science with SAP HANA

SAP HANA Connector - Hands-on Data Science with SAP HANA

Nowadays, rapid prototyping in the machine learning field is important in order to evaluate as many approaches as possible and to select and pursue the most promising ...
More
Application Ideas for the Apache Airflow API

Application Ideas for the Apache Airflow API

The Apache Airflow workflow management platform not only provides a comprehensive web interface for managing and monitoring automation created in the form of workflows, ...
More
Automated Feature Engineering for ML projects

Automated Feature Engineering for ML projects

Garbage in, garbage out. This is a well-known guiding principle from IT that also applies to data analysis. Even an extensive analysis will not generate any added value ...
More
Apache Airflow 2.1 - Why the Airflow upgrade is worth it

Apache Airflow 2.1 - Why the Airflow upgrade is worth it

The new major release of the Apache Airflow workflow management platform will soon be one year old. If you haven't considered upgrading before, now is a good time to do ...
More
Concepts in Machine Learning - Finally understand your Data Scientist

Concepts in Machine Learning - Finally understand your Data Scientist

Data Science is a popular topic across industries. Particularly exciting are the presentations of results from internal projects that solve operational problems in no ...
More
Unlock the potential of natural language processing for your company

Unlock the potential of natural language processing for your company

When speaking of data, the first thought is usually a digital collection of tables with predominantly numerical values. Yet, unconsciously, many companies are sitting on ...
More
How to build a successful Machine Learning team

How to build a successful Machine Learning team

In a successful machine learning project, in addition to the famous data scientist, various roles with their own specialization must be filled. To help you keep track of ...
More
What are the advantages of machine learning projects for businesses?

What are the advantages of machine learning projects for businesses?

Artificial intelligence (AI) and machine learning (ML) projects are becoming increasingly attractive in national and international companies. However, the effort ...
More
The Machine Learning Workflow - a concept and its application

The Machine Learning Workflow - a concept and its application

There is no guarantee for successful machine learning projects - but we show you how to steer the project on the right track and increase your chances for the home ...
More