home/categories/machine-learning/ilyasibrahim-claude-agents-coordination-claude-project-skills-machine-learning-mlops-best-practices-skill-md
machine-learningdata-ai
mlops-best-practices
MLOps best practices for model versioning, experiment tracking, deployment, monitoring, and retraining workflows. Covers reproducibility, CI/CD for ML, model registry, and production ML system design.
maintainer
ilyasibrahim
Mis à jour 12/31/2025
Étoiles
16
Forks
4
quick start
Installation and usage
MLOps best practices for model versioning, experiment tracking, deployment, monitoring, and retraining workflows. Covers reproducibility, CI/CD for ML, model registry, and production ML system design.
Installation
$ install --globalskills.sh
Utilisation
Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :
skills use mlops-best-practices