Awesome Mlops
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It is a curated list of references for MLOps (Machine Learning Operations), providing resources, tools, and best practices for the field.
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1. Feature Stores for Machine Learning Medium Blog
1. MLOps with a Feature Store
1. Feature Stores for ML
1. Hopsworks: Data-Intensive AI with a Feature Store
1. Feast: An open-source Feature Store for Machine Learning
1. What is a Feature Store?
1. ML Feature Stores: A Casual Tour
1. Comprehensive List of Feature Store Architectures for Data Scientists and Big Data Professionals
1. ML Engineer Guide: Feature Store vs Data Warehouse (vendor blog)
1. Building a Gigascale ML Feature Store with Redis, Binary Serialization, String Hashing, and Compression (DoorDash blog)
1. Feature Stores: Variety of benefits for Enterprise AI.
1. Feature Store as a Foundation for Machine Learning
1. ML Feature Serving Infrastructure at Lyft
1. Feature Stores for Self-Service Machine Learning
1. The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models.
1. Is There a Feature Store Over the Rainbow? How to select the right feature store for your use case
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