Feature Store 101 - Medium
2021年9月30日 · Simply put, a feature store is a data management system that manages and serves features to machine learning models. What is a feature, you ask? In layperson’s terms, a feature is a...
What is managed feature store? - Azure Machine Learning
2024年9月27日 · A feature store allows you to search and reuse features that your team creates, to avoid redundant work and deliver consistent predictions. You can create a new feature with the ability for transformations , to address feature engineering requirements in an agile, dynamic way.
Snowflake Feature Store
Learn how to create, manage, and use ML features in Snowflake with the Feature Store. The Feature Store supports batch and streaming data, feature transformations, feature views, and integration with Snowflake Model Registry and dbt.
GitHub - feast-dev/feast: The Open Source Feature Store for …
Feast allows ML platform teams to: Make features consistently available for training and serving by managing an offline store (to process historical data for scale-out batch scoring or model training), a low-latency online store (to power real-time prediction), and a battle-tested feature server (to serve pre-computed features online).
Feast: Feature Store for Machine Learning
Feature Design: write feature logic in SQL, PySpark, SnowPark, or Python; Feature Repository: manage feature definitions as files in a git-like repository; Feature Engine: transform batch, streaming, or real-time data into fresh features; Feature Store: store and serve features consistently across offline training and online inference environments
Tutorial 1: Develop and register a feature set with managed feature store
2024年11月21日 · You can use Azure Machine Learning managed feature store to discover, create, and operationalize features. The machine learning lifecycle includes a prototyping phase, where you experiment with various features. It also involves an operationalization phase, where models are deployed and inference steps look up feature data.
Feature store Icons, Logos, Symbols – Free Download PNG, SVG
Free Feature store icons, logos, symbols in 50+ UI design styles. Download Static and animated Feature store vector icons and logos for free in PNG, SVG, GIF Icons
Feature engineering and serving - Azure Databricks
2024年12月11日 · This page covers feature engineering and serving capabilities for workspaces that are enabled for Unity Catalog. If your workspace is not enabled for Unity Catalog, see Workspace Feature Store (legacy). Why use Databricks as your feature store?
Feature Store - Tecton
Tecton Feature Store is a data platform that simplifies the process of building, deploying, and using features for machine learning. It transforms raw data into feature values, stores them, and serves them for model training and online predictions.
Manage featurestores | Vertex AI - Google Cloud
2024年12月13日 · Learn how to create, list, describe, update, and delete featurestores. A featurestore is a top-level container for entity types, features, and feature values. Vertex AI Feature Store...