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…Oct 6, 2022Oct 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…Jun 12, 2022Jun 12, 2022
Jim DowlinginTowards Data ScienceTesting features with pytestTesting feature logic, transformations, and feature pipelines with pytestMay 3, 2022May 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, HopsFSJun 5, 2021Jun 5, 2021
Jim DowlinginFeature Stores for MLJellyfish (Brainless) AI and the Feature StoreApr 30, 2021Apr 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…Nov 21, 2020Nov 21, 2020
Jim DowlinginFeature Stores for MLFeature Store vs Data WarehouseML Engineer GuideOct 9, 20209Oct 9, 20209
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…Oct 7, 20201Oct 7, 20201
Jim DowlinginFeature Stores for MLWhat is a Feature Store for ML?Feature Stores have become the key piece of data infrastructure for machine learning…May 19, 2020May 19, 2020