machine learning Blog

How to Scale Data Processing Tasks with Apache Airflow Celery

Digital transformation is a major success factor for companies and the ability to derive valuable insights from an abundance of data generated is a key competitive ...
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How the Data Mesh architecture is empowering data-driven Business

All your company‘s business units own processes around data they produce and use. They take pride and responsibility in providing high quality substracts to their ...
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Benchmark of sustainable Machine Learning Algorithms

An interesting measure to increase environmental sustainability in the field of AI is the use of resource-saving algorithms. In deep learning, a simple approach is to ...
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Green AI - Carbon Accounting for your machine learning applications

Corporate sustainability is in demand. Regardless of whether the sustainability of products is increased or the internal ecological footprint is reduced. In order for ...
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Green AI - Corporate sustainability

The trendy topics of sustainability and artificial intelligence (AI) rarely appear together. Yet the emissions caused by artificial intelligence are growing ...
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How to build Airflow CI/CD Pipelines for Automated Software Testing

Apache Airflow is the de-facto standard for workflow management platforms under a free license and is the glue that holds the data transformation and process chains of ...
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Data Literacy for Business Users

Data literacy is making its way from academia into the business world and is one of the visible trends in recent headlines. The collective term data literacy unites ...
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Apache Airflow Summit 2022 - Trends and Topics

The Apache Airflow Summit is the highlight of the year for the community of developers, contributors, and users of the popular workflow orchestration platform. The 2022 ...
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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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