Welcome to oci-feature-store’s documentation!

Feature Store

Release notes:

• Release Notes
  • 1.1.1
  • 1.1.0
  • 1.0.4
  • 1.0.3
  • 1.0.2
  • 1.0.1
  • 1.0.0

Getting started:

• Overview
• Setup Feature Store
  • Deployment using Feature Store Marketplace Operator
  • Deployment using Helm Charts
  • Deployment using Container Service
  • Appendix
• Quick start

Feature store entities:

• Feature Store
  • Define
  • Create
  • Load
  • Delete
  • SQL
  • Create an Entity
  • Create a Transformation
• Entity
  • Define
  • Create
  • Load
  • Delete
• Transformation
  • Define
  • Create
  • Load
  • Delete
• Feature Group
  • Define
  • Create
  • Load
  • Materialise
  • Materialise Stream
  • Get nearest neighbours
  • Get serving vector
  • Delete
  • Select
  • Save Expectation Entity
  • Statistics Computation
  • Get Last Feature Group Job
  • Get Features
  • Filter
  • Get Feature
  • Preview
  • As Of
  • Restore
  • Profile
  • History
  • Visualize Lineage
  • Data Types
• Feature Group Job
  • Load
  • Delete
• Dataset
  • Define
  • Create
  • Load
  • Materialise
  • Get nearest neighbours
  • Get serving vector
  • Delete
  • Get Last Dataset Job
  • Save Expectation Entity
  • Statistics Computation
  • Get features
  • Preview
  • As Of
  • Restore
  • Profile
  • History
  • Visualize Lineage
  • Add Model Details
• Dataset Job
  • Load
  • Delete

Feature store concepts:

• CI/CD: Small and Large Data Use Cases
  • Introduction
  • Feature Store with ML Jobs (Small Data Use Cases)
  • Feature Store with Dataflow (Large Data Use Cases)
  • Modes of ingestion
• Statistics
  • Drift Monitoring
• Feature Validation
  • Expectations
  • Expectations Suite
• Data Versioning
  • As Of
  • History
• User Interface
  • Feature Store
  • Feature Group
  • Dataset
  • Entity
  • Transformation

Demo and examples:

• Demos
  • Feature Store Overview
  • Querying Feature Store Using Pandas Like Interface
  • UI Exploration for Feature Store
  • Feature Store Statistics and Validation
  • Deploying Feature Store API server to an existing OKE cluster
  • Deploying Feature Store API server to OCI Container Service
• Notebook Examples
  • Quick start examples
  • Big data operations using OCI DataFlow
  • Streaming operations using Spark Streaming
  • LLM Use cases

License

Copyright (c) 2020, 2022 Oracle and/or its affiliates. Licensed under the Universal Permissive License v1.0