Lilly Tech Systems
Feature Store Architecture
Design feature stores with online and offline serving, Feast, Tecton, and feature registry patterns.
Course Lessons
Follow these lessons in order for a complete understanding of feature store architecture.
1. Feature Store Overview
Learn about feature store overview in the context of feature store architecture.
2. Online vs Offline Stores
Learn about online vs offline stores in the context of feature store architecture.
3. Feast Architecture
Learn about feast architecture in the context of feature store architecture.
4. Tecton Architecture
Learn about tecton architecture in the context of feature store architecture.
5. Feature Serving Patterns
Learn about feature serving patterns in the context of feature store architecture.
6. Feature Registry Design
Learn about feature registry design in the context of feature store architecture.
7. Building a Feature Store
Learn about building a feature store in the context of feature store architecture.
What You'll Learn
By the end of this course, you will be able to:
Understand Core Concepts
Gain deep understanding of the principles and patterns that define feature store architecture.
Apply in Practice
Implement real-world solutions using the architectural patterns and code examples from each lesson.
Make Architecture Decisions
Evaluate trade-offs and choose the right approaches for your specific requirements and constraints.
Build Production Systems
Design and implement production-ready AI systems that are reliable, scalable, and maintainable.