4 Blog

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 ...
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How to use text mining and NLP to increase your blog success

How to use text mining and NLP to increase your blog success

The potential of machine learning and advanced analytics is not limited to the structured data that can be easily extracted from a database or data warehouse. An even ...
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Apache Airflow ETL - Get inspired by the possibilities

Apache Airflow ETL - Get inspired by the possibilities

Running ETL workflows with Apache Airflow means relying on state-of-the-art workflow management. It orchestrates recurring processes that organize, manage and move their ...
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Apache Airflow Best Practices - Our tips for users

Apache Airflow Best Practices - Our tips for users

Getting started with the workflow management platform Apache Airflow is easy. Workflows are defined, scheduled and executed with simple Python scripts. The provided web ...
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Automated Time Series Forecasting using Machine Learning

Automated Time Series Forecasting using Machine Learning

Forecasts and predictions of future values play an important role in various business areas to make better and more substantiated business decisions. For the ...
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Success factors and pitfalls in a Machine Learning Project

Success factors and pitfalls in a Machine Learning Project

With an incredible range of applications and rapidly developing frameworks, machine learning is a fascinating topic. More and more companies are incorporating this ...
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Apache Airflow - Next Level Cron Alternative for ETL Workflows

Apache Airflow - Next Level Cron Alternative for ETL Workflows

The business world communicates, thrives and operates in the form of data. The new life essence that connects tomorrow with today must be masterfully kept in motion. ...
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Apache Airflow: Machine Learning Workflows in production

Apache Airflow: Machine Learning Workflows in production

Before a machine learning model can provide continuous business value, it must first overcome the obstacle of practical implementation. In addition to prediction, other ...
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Apache Airflow 2.0 - New features for your workflow management

Apache Airflow 2.0 - New features for your workflow management

Just in time for the annual closing, the eagerly awaited major update of the workflow management platform Airflow arrives. The new version of Apache Airflow 2.0 rewards ...
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Machine Learning in customer segmentation with RFM-analysis

Machine Learning in customer segmentation with RFM-analysis

Due to increasing competitive pressure, it is becoming more and more important to know and address the individual needs of your customers. For a large and diverse ...
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