Posts about Data

Python on an M1 chip: Running smoothly using Docker

I have been working as a data scientist at codecentric for several years now. Thus, my language of choice is... Read more

02/02/22 by Felix Medam

BigQuery can help with building an ML system for production with a short time to market. Follow industry standards. Agile... Read more

The quality or usefulness of machine learning models can be evaluated using test data and metrics. However, to what extent?... Read more

This article presents a new collaborative filtering technique. The universal recommender can be run as “engine” of ActionML's Harness. Read more

See how to fine-tune a pre-trained BERT transformer on a custom NER task, beating standard bi-LSTM thanks to more learning transfer! Read more

We build, train and evaluate a bidirectional LSTM-network for named entity recognition to extract information from legal texts with Keras. Read more

We show how to extract information from legal texts, training spaCy's named entity recognition model for our task on the command line. Read more

In this blog post, we want to give you an insight into the product development of tactics.ai. Our initial idea... Read more

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