DataTalksClub/mlops-zoomcamp
mlops-zoomcamp
Free MLOps course from DataTalks.Club
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DataTalksClub
DataTalksClub • individual
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Created
Oct 21, 2021
Project creation date
README Summary
A comprehensive free MLOps course from DataTalks.Club that covers the end-to-end machine learning operations lifecycle. The course includes hands-on tutorials using Jupyter notebooks to teach practical MLOps skills including model deployment, monitoring, and infrastructure management.
AI Dev Skills
Unmapped
MLOps Pipeline DevelopmentModel Deployment and ServingML Model Monitoring and ObservabilityExperiment Tracking and ManagementML Infrastructure ManagementCI/CD for Machine LearningModel Versioning and RegistryFeature Engineering and ManagementML Workflow OrchestrationProduction ML System Design
Tags
MLOps Pipeline DevelopmentModel Deployment and ServingML Model Monitoring and ObservabilityExperiment Tracking and ManagementML Infrastructure ManagementCI/CD for Machine LearningModel Versioning and RegistryFeature Engineering and ManagementML Workflow OrchestrationProduction ML System DesignTabularSelf-hostedMLOps and ML EngineeringOn-premiseModel Deployment AutomationExperiment ManagementML Infrastructure AutomationCloud APIProduction ML SystemsML Pipeline DevelopmentMLOps Training and EducationML System MonitoringJupyter Notebook
Taxonomy
Deployment Context
Modalities
Skill Areas
Recent Activity
Updated 6 months ago
7 Days
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30 Days
0
90 Days
0
Quality
production- Quality
- high
- Maturity
- production
Categories
Observability & MonitoringPrimaryInference & ServingML Platform & InfrastructureData Science & AnalyticsOther AI / MLMLOps & InfrastructureDev Tools & AutomationModel Training
PM Skills
Developer Platform
Languages
Jupyter Notebook100.0%
Timeline
- Project created
- Oct 21, 2021
- Forked
- Nov 8, 2025
- Your last push
- 6 months ago
- Upstream last push
- 4 months ago
- Tracked since
- Oct 15, 2025
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