visenger/awesome-mlops
awesome-mlops
A curated list of references for MLOps
Builder
visenger
visenger • individual
Stars
13,924
Using upstream star count
Forks
2,068
Using upstream fork count
Open Issues
0
Activity Score
0/100
0 commits in 30d
Created
Mar 3, 2020
Project creation date
README Summary
Awesome MLOps [](https://github.com/sindresorhus/awesome) [](https://github.com/chetanraj/awesome-github-badges)
Community Evaluation
Loading…AI Dev Skills
Unmapped
Continuous Integration/Continuous Deployment for MLData Pipeline ManagementData Quality ManagementFeature Store ManagementMachine Learning Pipeline DesignML Experiment TrackingML Infrastructure ManagementML Model MonitoringMLOps EngineeringML Security and GovernanceModel Deployment and ServingModel Performance MonitoringModel Versioning and Lifecycle Management
Tags
Continuous Integration/Continuous Deployment for MLData Pipeline ManagementData Quality ManagementFeature Store ManagementMachine Learning Pipeline DesignML Experiment TrackingML Infrastructure ManagementML Model MonitoringMLOps EngineeringML Security and GovernanceModel Deployment and ServingModel Performance MonitoringModel Versioning and Lifecycle ManagementAWSAutomationAutonomous SystemsBenchmarkingCachingCheat SheetComputer VisionCourseCurated ListDVCData ScienceDeep LearningDockerFeature StoreFinTechForkedGoogle CloudHuggingFaceInterview PrepJupyterKubeflowKubernetesLLM ServingMLOpsMLflowMachine LearningMobileMonitoringNumPyOpen SourcePhoenixPrivacyPrivacy-Preserving AIPyTorchPythonPython Web FrameworkReal-Time / StreamingReinforcement LearningResearch / PapersRoadmapSageMakerScikit-learnSecurityStatisticsSynthetic DataTensorFlowTutorialVisualization
Taxonomy
category
Deployment Context
Skill Areas
MLOps EngineeringMachine Learning Pipeline DesignModel Deployment and ServingML Model MonitoringData Pipeline ManagementML Infrastructure ManagementContinuous Integration/Continuous Deployment for MLModel Versioning and Lifecycle ManagementFeature Store ManagementML Experiment TrackingModel Performance MonitoringData Quality ManagementML Security and Governance
tag
AWSAutomationAutonomous SystemsBenchmarkingCachingCheat SheetComputer VisionCourseCurated ListDVCData ScienceDeep LearningDockerFeature StoreFinTechForkedGoogle CloudHuggingFaceInterview PrepJupyterKubeflowKubernetesLLM ServingMLOpsMLflowMachine LearningMobileMonitoringNumPyOpen SourcePhoenixPrivacyPrivacy-Preserving AIPyTorchPythonPython Web FrameworkReal-Time / StreamingReinforcement LearningResearch / PapersRoadmapSageMakerScikit-learnSecurityStatisticsSynthetic DataTensorFlowTutorialVisualization
Recent Activity
Updated 1 years ago
7 Days
0
30 Days
0
90 Days
0
Quality
production- Quality
- medium
- Maturity
- production
Categories
Learning ResourcesPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsIndustry: FinTechSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingComputer VisionML Platform & InfrastructureFinance & LegalEdge & Mobile AISearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencySafety & AlignmentScale & ReliabilityData & EvaluationDeveloper PlatformAI-Native Architecture
Languages
No language breakdown recorded.
Timeline
- Project created
- Mar 3, 2020
- Forked
- Mar 23, 2026
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Nov 21, 2024
Similar Repos
pgvector cosine similarity · $0
Loading…