Der Tag eines Data Scientist kann vielfältig sein: Datenaufbereitung und -analyse, die Konzeption von KI-Modellen und viel mehr. Bei inovex bleiben die Möglichkeiten,
At inovex we use Apache Airflow as a scheduling and orchestration tool in a wide range of d
Apache Druid is a real-time analytics database that bridges the possibility of persisting large amounts of data with that of being able to extract information from it
Estimating the time-of-arrival is a common problem in a wide range of settings, e.g. in logistics. This post will show a distribution-based approach that enables us t
Time series forecasting is a crucial task in various fields of business and science. There are two co-existing approaches to time series forecasting, statistical meth
This blog post evaluates four different Federated Learning frameworks and t
For a successful scientific research project, especially when handling vast amounts of experimental data, many people need to be able to contribute at the same time.
The 14th ACM Conference on Recommender Systems was special in many ways: a fully virtual conference that did an amazing job to keep social interaction alive – e
This blog post motivates the use of virtual environments with Python and then shows how they can be a handy tool when deploying PySpark jobs to managed clusters.
Bei unserem Online Meetup zum Thema Customer Journey verbessern mit Behavioral Economics & intelligenter Technologie blieben einige Fragen unbeantwortet. Wir habe
Nowadays, access to high-quality real-world data has a major impact on the success of data-driven projects, as the quality of a Machine Learning solution strongly dep
How do we proceed if we have almost no labeled data for a machine learning model? One answer may be: combining all the knowledge we have (labeled data, distant superv
Bei unserem Meetup zur Rolle von Recommender Systems im Omnichnannel-Marketing sind einige Fragen offen geblieben. Diese haben wir hier zusammengetragen und von unser
In the hope of excellent features, without requiring domain experts spending days engineering them, lies this review of automated feature engineering with TPOT, auto-
The following is one of two posts published alongside the JustCause framework, which we developed at inovex as a tool to foster good scientific practice in the field
