datarobot-model-training

Solid

Comprehensive guidance for training models in DataRobot, including project creation, AutoML configuration, feature engineering, and model selection. Use when training models, creating AutoML projects, or selecting models in DataRobot.

AI & Automation 23 stars 20 forks Updated today Apache-2.0

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Quality Score: 78/100

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Skill Content

# DataRobot Model Training Skill This skill provides guidance for the complete model training workflow in DataRobot, from project creation through model selection and validation. ## Quick Start **Most common use case**: Create a project and train models 1. **Upload dataset**: `upload_dataset(file_path, dataset_name)` to upload training data 2. **Create project**: `create_project(dataset_id, project_name)` to create new project 3. **Start training**: `start_automl(project_id, mode)` to begin AutoML training **Example**: "Create a new project with sales_data.csv, set 'revenue' as target, and start Quick AutoML training" ## When to use this skill Use this skill when you need to: - Create new DataRobot projects - Upload training datasets - Configure AutoML experiments - Monitor training progress - Select and compare models - Understand feature engineering results - Export trained models ## Key capabilities ### 1. Project Management - Create new projects with appropriate settings - Upload datasets (CSV, Parquet, database connections) - Configure project settings (target, partitioning, time series) - Manage multiple projects and experiments ### 2. AutoML Configuration - Set training modes (Quick, Manual, Comprehensive) - Configure feature engineering options - Set time limits and resource constraints - Choose algorithms and model types ### 3. Training Execution - Start AutoML training runs - Monitor training progress - Handle training errors and warnings - Pause/resum...

Details

Author
datarobot-oss
Repository
datarobot-oss/datarobot-agent-skills
Created
7 months ago
Last Updated
today
Language
Python
License
Apache-2.0

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