Markus

Markus has been a Senior Consultant for Machine Learning and Data Engineering at NextLytics AG since 2022. With significant experience as a system architect and team leader in data engineering, he is an expert in micro services, databases and workflow orchestration - especially in the field of open source solutions. In his spare time he tries to optimize the complex system of growing vegetables in his own garden.
Recent Posts of Markus
Orchestration services: Apache Airflow or Azure Data Factory?
- Markus
- 23.03.2023
- Machine Learning, Apache Airflow
Data integration and analysis are the cornerstones of modern, fact-based decision-making and corporate management. To ensure that the most up-to-date and correct data is ...
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How to Scale Data Processing Tasks with Apache Airflow Celery
- Markus
- 19.01.2023
- Machine Learning, Apache Airflow
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
- Markus
- 14.10.2022
- Machine Learning
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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How to build Airflow CI/CD Pipelines for Automated Software Testing
- Markus
- 21.07.2022
- Machine Learning, Apache Airflow
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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Apache Airflow Summit 2022 - Trends and Topics
- Markus
- 02.06.2022
- Machine Learning, Airflow, Apache Airflow
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
- Markus
- 21.04.2022
- Machine Learning, Apache Airflow
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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Which feature store fits your machine learning framework?
- Markus
- 03.03.2022
- Machine Learning
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
- Markus
- 24.02.2022
- Machine Learning
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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Apache Airflow Best Practices - Our tips for users
- Markus
- 25.02.2021
- Machine Learning, Apache Airflow
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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Apache Airflow: Machine Learning Workflows in production
- Markus
- 21.01.2021
- Machine Learning, Apache Airflow
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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