Monitor prediction batches when YouTube activity changes
Tie model monitoring attention to the moments your channel data changes.
Trigger
New YouTube Activity
Triggers when a new activity is detected on a YouTube channel.
Action
Create Batch Monitoring Job
Tool to create a DataRobot Batch Monitoring job for tracking model performance and data drift on batch predictions. Use when you need to monitor predictions at scale. The job is created asynchronously and returns immediately with a job ID.
Why this helps
Monitoring jobs can be forgotten when activity spikes happen outside your normal review routine.
- Links monitoring to real signals
- Improves operational follow through
- Helps surface drift sooner
Setup
Build it in a few focused steps.
- 1Connect YouTube and DataRobot once in Notis.
- 2Create an automation that creates a batch monitoring job for the specified deployment and prediction source when activity arrives.
- 3Pick New YouTube Activity as the trigger.
- 4Choose a report channel and test with one event.
Questions about this workflow
What deployment is monitored?
Specify the existing DataRobot deployment and prediction source in the automation instruction.
Does this run predictions?
It creates the monitoring job. Prediction execution depends on the configured monitoring source.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Youtube to Datarobot. A trigger fires from one place; an action lands in another.
Youtube triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
New YouTube Activity
Triggers when a new activity is detected on a YouTube channel.
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
New Item in YouTube Playlist
Triggers when a new item is added to a YouTube playlist.
Archive Model Package
Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
New Playlist in YouTube Channel
Triggers when a new playlist is added to a YouTube channel.
Build Java Scoring Code Package
Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.
New YouTube Channel Subscription
Triggers when a new channel is subscribed.
Cancel Notebook Job
Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
Cancel Project Job
Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
Check Project Status
Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
Connect any two apps with Notis in the middle.
Youtube and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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