Focus a prospect dataset for modeling
Send a webhook request when you are ready to prepare a prospect dataset. Notis can inspect the available features and create a focused DataRobot feature list based on your instruction.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Dataset Feature List
Create a custom list of dataset features for analysis or modeling.
Why this helps
A prospect dataset can contain more fields than a modeling experiment needs, making it harder to decide what to use.
- Turn a modeling question into a focused feature list
- Use the dataset's actual available features
- Avoid repeating manual feature selection for each experiment
Setup
Build it in a few focused steps.
- 1Connect Aeroleads and DataRobot once in the Notis portal.
- 2Create an automation by telling Notis which existing DataRobot dataset to use and what prospect modeling question should guide its feature list.
- 3Pick the notis_webhook trigger so an HTTP request starts the automation when the dataset is ready.
- 4Choose where Notis should send run reports, then test with one real DataRobot dataset.
Questions about this workflow
Does this create the DataRobot dataset too?
No. This workflow creates a feature list for an existing dataset. Use a separate dataset creation workflow if the dataset has not yet been created.
How does Notis know which features to include?
The instruction describes the modeling question, and Notis can consider the available features in the specified dataset. The dataset must contain the fields needed for the task.
What starts the automation?
A Notis webhook, started by an HTTP request.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Aeroleads to Datarobot. A trigger fires from one place; an action lands in another.
Aeroleads triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Add one or more existing users to a user group.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Add a user to an existing organization.
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Archive Model Package
Archive a model package that is no longer in active use.
Build Java Scoring Code Package
Start an asynchronous build of a Java JAR scoring package for a deployment.
Cancel Notebook Job
Immediately cancel a running or queued notebook job; this cannot be undone.
Cancel Project Job
Cancel a pending project job.
Check Project Status
Check a project’s status and progress.
Connect any two apps with Notis in the middle.
Aeroleads and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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