Webinar: The Feature Store for Machine Learning
Автор: Hopsworks
Загружено: 2020-03-10
Просмотров: 4026
Описание:
The Hopsworks Feature Store is a storage and compute platform for managing, discovering, and sharing feature data for machine learning. It integrates seamlessly with popular platforms for Data Science, such as AWS Sagemaker, Databricks, on-premise Hadoop data lakes, and cloud-based data lakes based on S3.
This webinar is about our take on Feature Stores, including best practices, use cases and:
How to ensure Consistent Features in both Training and Serving
Governance, Access-Control, and Versioning
Create Training Data in the File Format of your Choice
Unified Online and Offline Storage
Feature Data Validation
On-Demand and Cached Features
Time Travel Queries for Features using Hudi/Hive
Rich Connectors to S3, Hadoop, JDBC/ODBC Sources and Sinks
Get Started Hopsworks Feature Store
AWS - https://www.hopsworks.ai/
On-Premises -https://hopsworks.readthedocs.io/en/l...
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