vertex-ai-mlops and automlops
About vertex-ai-mlops
statmike/vertex-ai-mlops
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
This project helps data scientists and machine learning engineers create, deploy, and manage machine learning models effectively on Google Cloud's Vertex AI platform. It provides end-to-end workflows, taking raw data through model training and deployment to ongoing management. The goal is to streamline the entire lifecycle of machine learning models for practitioners.
About automlops
GoogleCloudPlatform/automlops
Build MLOps Pipelines in Minutes
This tool helps data science teams and MLOps engineers quickly set up and manage continuous integration/continuous delivery (CI/CD) pipelines for machine learning models. You provide your machine learning model code, and it generates the complete infrastructure and automation needed to deploy, monitor, and retrain your models. This means you can get your experimental models into production faster and with less manual effort.
Scores updated daily from GitHub, PyPI, and npm data. How scores work