mlops-courses/mlops-coding-skills
7 skills
$npx skills add mlops-courses/mlops-coding-skillsSkillInstalls
mlops-automationGuide to refine MLOps projects with task automation, containerization, CI/CD pipelines, and robust experiment tracking.mlops-collaborationGuide to prepare MLOps projects for sharing, collaboration, and community engagement.mlops-industrializationGuide to transform prototypes into robust, distributable Python packages using the src layout, hybrid paradigm, and strict configuration management.mlops-initializationGuide to initialize a new MLOps project with standard tools (uv, git, VS Code) and best practices.mlops-observabilityGuide to implement full stack observability including reproducibility, lineage, monitoring, alerting, and explainability.mlops-prototypingGuide to create structured, reproducible Jupyter notebooks for MLOps prototyping, emphasizing configuration management and pipeline integrity.mlops-validationGuide to implement rigorous validation layers including static analysis, automated testing, structured logging, and security scanning.