mlops-roadmap

MLOps strategy

Collaborative effort to define and document the key milestones and strategies for adopting and implementing Machine Learning Operations (MLOps) practices in software development

GitHub

16 stars
4 watching
5 forks
last commit: over 6 years ago

Related projects:

RepositoryDescriptionStars
polyaxon/polyaxonA platform for managing and orchestrating the machine learning lifecycle3,581
marvelousmlops/mlops_maturity_assessmentA tool to help teams assess and improve their machine learning project's maturity in MLOps practices59
cdfoundation/sig-mlopsCollaborative community for practitioners and experts in managing the end-to-end lifecycle of machine learning projects607
oxid15/cascadeA lightweight MLOps library for small teams and individuals to manage machine learning model development lifecycle22
omegaml/omegamlAn MLOps platform providing tools and services to deploy, collaborate and manage machine learning models and data pipelines in a simplified way96
ibm-cloud-architecture/refarch-ml-opsA reference architecture and starter kit for operationalizing machine learning models in production environments.37
aronchick/mlops-pipelineAutomates the end-to-end machine learning workflow from code commit to model deployment18
visenger/mlopsProvides end-to-end examples and solutions for operationalizing ML workflows with Azure Machine Learning3
mobile-roadmap/android-developer-roadmapA suggested learning path for Android development4,129
star-whale/starwhaleAn MLOps platform providing tools and services for efficient machine learning development and deployment214
anacoimbrag/android-developer-roadmapA comprehensive guide to learning Android app development149
techytushar/techytusharBuilding and deploying Machine Learning models for production use56
adidas/adidas-devops-maturity-frameworkGuides teams through their DevOps transformation journey with a set of capabilities and guidelines to increase efficiency, effectiveness, and team happiness.585
codingtrain/machine-learningA collection of resources and examples around machine learning for education and development954
googlecloudplatform/mlops-on-gcpProvides resources and patterns for implementing machine learning workflows on Google Cloud Platform784