Running your First Monitoring Job
Last updated September 6, 2024
Welcome to Evidently AI! In this guide, we'll walk you through the steps to run your first monitoring job using our platform. Monitoring your machine learning models ensures that they perform well and adapt to new data over time. Follow the simple steps below to get started with Evidently AI’s monitoring capabilities.
Steps to Run Your First Monitoring Job:
- Log in to Evidently AI Dashboard
- Visit evidentlyai.com and log in using your credentials.
- Create a New Monitoring Job
- Navigate to the "Monitoring" tab in the dashboard.
- Click on the “Create New Job” button.
- Select Your Model and Data Source
- Choose the machine learning model you want to monitor from the list.
- Select the data source for real-time or batch data monitoring.
- Set Monitoring Metrics
- Define the key metrics you want to track (e.g., accuracy, precision, data drift).
- Customize thresholds for alerts based on your business needs.
- Schedule Monitoring
- Set the frequency for monitoring (e.g., daily, weekly).
- Enable email or dashboard alerts for notifications.
- Review and Start
- Review the job settings and click “Start Monitoring.”
- Your model monitoring job is now active, and the system will automatically track performance.
- Analyze Results
- Visit the “Monitoring Reports” section to view performance trends and insights.
- Take action based on alert notifications or insights from your monitoring job.
Was this article helpful?