Demos#

Feature Store Overview#

Demo: Feature Store Overview Video
Description:
This demo provides a comprehensive introduction to the Feature Store platform. It begins with an overview of the conda environments used in the Feature Store ecosystem. It showcases practical applications by using flight data to demonstrate how the Feature Store manages and organizes data entities. Moreover, it explores the user interface, emphasizing its functionalities and ease of use for data exploration, management, and retrieval.

Demo: Querying Feature Store Using Pandas Like Interface Video
Description:
In this demo, the focus is on using the Feature Store through a Pandas-like interface. It provides an in-depth walkthrough of conda environments in the context of querying the Feature Store. Also, it demonstrates the functionality of a Pandas-like interface tailored specifically for the Feature Store, showcasing how it facilitates the execution of complex SQL queries. The validation of query syntax is also emphasized in this demonstration.

Demo: UI Exploration for Feature Store Video
Description:
This demo is centered around an in-depth exploration of the user interface capabilities in the Feature Store platform. It begins by elaborating on conda environments and then proceeds to provide a detailed walkthrough of the Feature Store’s UI. It showcases various functionalities, including feature group management, dataset exploration, and the seamless integration of datasets in the user interface.

Demo: Feature Store Statistics and Validation Video
Description:
This demo concentrates on exploring the statistical insights and validation processes integral to the Feature Store. It delves into conda environments in the context of statistical analysis in the Feature Store platform. Moreover, it provides an in-depth walkthrough of how the Feature Store manages, computes, and validates various statistical metrics associated with stored features, ensuring data integrity and reliability.

Demo Links:
- Deploy Feature Store stack using operator
- Demo Description:
  This demonstration illustrates the step-by-step process of setting up the Feature Store utilizing feature store marketplace operator.
Demo Links:
- Deploy Feature Store stack using Helm Charts
- Demo Description:
  This demonstration illustrates the step-by-step process of setting up the Feature Store utilizing helm charts from the feature store marketplace listing
Demo Links:
- Adding AuthN/Z to API server deployed in existing cluster
- Demo Description:
  This demonstration illustrates the step-by-step process of setting up AuthN/Z for feature store API server deployment to an OKE cluster

Demo Links:
- Deploy Feature Store on OCI Container Service using terraform stack
- Demo Description:
  This demonstration illustrates the step-by-step process of setting up feature store environment on OCI Container Service using terraform stack