home/categories/machine-learning/databricks-solutions-databricks-exec-code-mcp-claude-skills-databricks-ml-pipeline-skill-md
machine-learningdata-ai
databricks-ml-pipeline
End-to-end machine learning pipelines on Databricks including data exploration, feature engineering, model training with hyperparameter optimization, MLflow experiment tracking, model registration to Unity Catalog, and deployment as DABs. Use when building ML workflows, training models, or deploying ML pipelines.
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databricks-solutions
Updated 1/19/2026
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quick start
Installation and usage
End-to-end machine learning pipelines on Databricks including data exploration, feature engineering, model training with hyperparameter optimization, MLflow experiment tracking, model registration to Unity Catalog, and deployment as DABs. Use when building ML workflows, training models, or deploying ML pipelines.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use databricks-ml-pipeline