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machine learning Blog

How to operate Apache Airflow with GitLab CI/CD

Apache Airflow promotes itself as a community-based platform for programmatic workflow management and orchestration. For data teams in charge of ETL pipelines or machine ...
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Self-Service Analytics: Integrate external data into your business AI

With the continued adoption of AI across all levels of business and the increasing reliance on statistics-based modeling, the trend is to bring AI modeling closer to ...
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Which feature store fits your machine learning framework?

In last week’s NextLytics blog article, we highlighted the common capabilities of feature store software and discussed the reasons to contemplate the investment into ...
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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 ...
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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 ...
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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, ...
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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 ...
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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 ...
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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 ...
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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 ...
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