Thinking AI means re-thinking data 05/28/20 by Marcel Mikl While doing AI is sexy and cool, data infrastructure is not considered any of this, even though machine learning applications rely on it. Read more Leave your thoughts
Evaluating machine learning models: The issue with test data sets 04/21/20 by Berthold Schulte By using a representative test set and various metrics, machine learning models can be evaluated and compared. Read more Leave your thoughts
From PDF data sheets to shared understanding with serverless SHACL 04/02/20 by Matthias Frank In this article we implement a generic approach to prepare formalized knowledge for a shared understanding by extracting the information contained in arbitrary PDF data sheets. Read more Leave your thoughts
Great Expectations: Validating datasets in machine learning pipelines 02/17/20 by Marcel Mikl Machine learning models don't care if an input dataset is correct, thus validating datasets beforehand is strongly advised. Read more Leave your thoughts
Remote training with GitLab-CI and DVC 01/27/20 by Marcel Mikl and Bert Besser In this article, we show how you can build a custom remote training set up for your machine learning models. We aim for automation and team collaboration. Read more Leave your thoughts
AWS SageMaker Machine Learning Data handling 01/17/20 by Kai Herings Seven ways of handling image and machine learning data with AWS SageMaker and S3 If you start using AWS machine... Read more Leave your thoughts
Realtime face detection and filtering with the Coral USB accelerator 11/08/19 by Christoph Knauf and Paul Strobel In this blog post we explain how you can build your own face detection application without much machine learning knowledge.... Read more Leave your thoughts
Tackling climate change with machine learning [part 6] – Datasets & further resources 09/27/19 by Paul Strobel This blog post series provides a summary of a paper which discusses machine learning solutions for climate change. Read more Leave your thoughts
Tackling climate change with machine learning [part 5] – Industry & carbon dioxide removal 09/26/19 by Paul Strobel By loading the video, you accept YouTube's privacy policy.Learn more Load video Always unlock YouTube On 10th of June, 2019,... Read more Leave your thoughts
