Jim DowlinginFeature Stores for MLServerless Machine Learning — Free Online CourseThe time needed to create AI-enabled Services with machine learning has been decreasing in recent years. Still, when it comes to putting…4 min read·Oct 6, 2022----
Jim DowlinginFeature Stores for MLFeature types are extended programming language data types in MLTL;DR Programmers know data types. A data type for a variable in a programming language defines the set of valid operations on that…11 min read·Jun 12, 2022----
Jim DowlinginTowards Data ScienceTesting features with pytestTesting feature logic, transformations, and feature pipelines with pytest14 min read·May 3, 2022----
Jim DowlingScaleout Metadata File Systems already store much of your data. What are they?An overview of Google Colossus, Facebook Tectonic, Microsoft ADLSv2, HopsFS8 min read·Jun 5, 2021----
Jim DowlinginFeature Stores for MLJellyfish (Brainless) AI and the Feature Store8 min read·Apr 30, 2021----
Jim DowlinginFeature Stores for MLHopsworks Feature Store 2.0TLDR; Hopsworks Feature Store interacts with the new Python and Scala/Java Software Development Kit (SDK) available in Hopsworks 2.0. The…6 min read·Nov 21, 2020----
Jim DowlinginFeature Stores for MLFeature Store vs Data WarehouseML Engineer Guide7 min read·Oct 9, 2020--9--9
Jim DowlinginTowards Data ScienceOne function is all you need for ML ExperimentsTLDR; Hopsworks provides support for machine learning (ML) experiments. That is, it can automatically track the artifacts, graphs…12 min read·Oct 7, 2020--1--1
Jim DowlinginFeature Stores for MLWhat is a Feature Store for ML?Feature Stores have become the key piece of data infrastructure for machine learning…3 min read·May 19, 2020----