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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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Machine Learning & the Day after Corona - Does the Glass Ball need to be Reexamined?

Machine Learning & the Day after Corona - Does the Glass Ball need to ...

The world will be different after the coronavirus pandemic, most experts are sure of that much, but what does this mean for their forecasts and planning tools? You don't ...
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In-Database Machine Learning with SAP HANA Predictive Analysis Library

In-Database Machine Learning with SAP HANA Predictive Analysis Library

There is no question that data is the new currency in the digital age. However, only very few companies use the full potential of their data, for example to uncover ...
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How to use TensorFlow with SAP HANA EML

How to use TensorFlow with SAP HANA EML

SAP HANA External Machine Learning (EML) as part of the SAP HANA Application Function Library (AFL) allows the execution of already trained TensorFlow models. This ...
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How to create forecasts with SAP Analytics Cloud for Planning

How to create forecasts with SAP Analytics Cloud for Planning

SAP Analytics Cloud (SAC) enables you to create time series forecasts within a story. An algorithm uses historical data to predict future values. The result of the ...
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