How Optimizing MLOps Can Revolutionize Enterprise AI
How to Use Multiple GitHub Accounts Git is a popular tool for version control in software development. It is not uncommon to use multiple Git accounts. Correctly configuring and switching Git accounts is challenging. In this article, we show what Git provides for account configuration, its limitations, and the solution to switch accounts automatically based on a project parent directory location.
Elasticsearch Optimizations at Lyft
Photo by LyftBy Stefan Zier and Vinay Kakade IntroductionAt Lyft, we use an in-house Feature Service to store batch and streaming features used by ML models, making them accessible in both offline mode (for training) and online mode (for inference). The service replicates these features in Elasticsearch to enable advanced queries. For Growth products, we use Elasticsearch to power internal tools l
MLOps with a Feature Store
TLDR; If AI is to become embedded in the DNA of Enterprise computing systems, Enterprises must first re-align their machine learning (ML) development processes to include the automated testing, versioning, governance, and storage of ML assets (features and models). This blog introduces details on how to implement MLOps processes with a Feature Store. What is MLOps?MLOps is a recent term that descr
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Feature Store For ML
