A feature store provides a single pane of glass for sharing all available features across the organization. When a data scientist starts a new project, he or she can go to this catalog and easily find the features they are looking for. But a feature store is not only a data layer; it is also a data transformation service enabling users to manipulate raw data and store it as features ready to be used by any machine learning model.
Marcel Naumann, Senior Engineer Investment at NN Investment Partners, sees a future where fluid, easily accessible data and insights help portfolio managers achieve returns while investing in a responsible manner. We spoke with Naumann to learn how he’s making this future a reality with the Snowflake Data Cloud. NN Investment Partners (NN IP) manages assets for investors across 37 nations.
The Google BigQuery Write API offers high-performance batching and streaming in one unified API. The previous post in this series introduced the BigQuery Write API. In this post, we'll show how to stream JSON data to BigQuery by using the Java client library.
For a quick refresher on what hyperparameter optimization is and what frameworks and strategies are supported by ClearML out of the box, check out our previous blogpost!