Automated Machine Learning (AutoML) and Big Data Platforms

Although machine learning exists already since decades, the typical data scientist – as you would call it today – would still have to go through a manual labor-intensive process of extracting the data, cleaning, feature extraction, regularization, training, finding the right model, testing, selecting and deploying it. Furthermore, for most machine learning scenarios you do… Automated Machine Learning (AutoML) and Big Data Platforms weiterlesen

Spending Time on Quality in Your Big Data Open Source Projects

Open source libraries are nowadays a critical part of the economy. They are used in commercial and non-commercial applications directly or indirectly affecting virtually any human being. Ensuring quality should be at the heart of each open source project. Verifying that an open source project ensures quality is mandatory for each stakeholder of this project,… Spending Time on Quality in Your Big Data Open Source Projects weiterlesen