Running Feast with Snowflake/GCP/AWS - Feast

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v0.22-branch

Getting started

Learning by example

Third party integrations

Tutorials

Fraud detection on GCP

Real-time credit scoring on AWS

Driver stats on Snowflake

Validating historical features with Great Expectations

Using Scalable Registry

Building streaming features

How-to Guides

Running Feast with Snowflake/GCP/AWS

Create a feature repository

Deploy a feature store

Build a training dataset

Load data into the online store

Read features from the online store

Running Feast in production

Deploying a Java feature server on Kubernetes

Upgrading from Feast 0.9

Adding a custom provider

Adding a new online store

Adding a new offline store

Adding or reusing tests

Reference

Feature repository

Feature servers

[Alpha] Data quality monitoring

[Alpha] On demand feature view

[Alpha] AWS Lambda feature server

Feast CLI reference

Python API reference

Project

Contribution process

Development guide

Versioning policy

Release process

Feast 0.9 vs Feast 0.10+

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Running Feast with Snowflake/GCP/AWS

Install Feast
Create a feature repository
Deploy a feature store
Build a training dataset
Load data into the online store
Read features from the online store

Tutorials - Previous

Building streaming features

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