Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Google Cloud service

Cloud Monitoring

Topic in 2 exam domains

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Also called: Cloud Monitoring Alerting, Google Cloud Monitoring, Monitoring, Monitoring service, monitoringService, monitoring_config, Stackdriver Monitoring, Stackdriver Monitoring API

Cloud Monitoring is Google Cloud's observability platform for gathering metrics and dashboards, turning performance information and log-based metrics into charts, dashboards, and alerts. On Associate Data Practitioner it comes up as a way to maintain data pipeline reliability by visualizing time-series trends and configuring threshold-based alerts.

What you can expect on the exam

Log-based metric visualization. Expect to see how Cloud Monitoring converts log-based metrics into time-series charts to track error rates and monitor performance trends.
Alerting policies and notifications. Be ready to configure alerting policies in Cloud Monitoring that monitor metric thresholds and send notifications to channels like email, PagerDuty, or Slack.
Pipeline failure tracing. You may need to use Cloud Monitoring to help trace data pipeline failures from visible symptoms back to specific slow stages or failed tasks.
Alert autoclose configuration. Know how to configure the alert autoclose duration in Cloud Monitoring to determine when open alerts should automatically close in the absence of metric data.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 3
Data Pipeline Orchestration
1. 3.2Schedule, automate, and monitor basic data processing tasks
  - Review and analyze logs in Cloud Logging and Cloud Monitoring

Practice questions on this topic

1 question

Review and analyze logs in Cloud Logging and Cloud Monitoring

Log-based Metrics

Practice this domain

How learners score on this topic

Last updated November 2, 2026

Associate Data Practitioner

Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Google Cloud service

Cloud Monitoring

Topic in 2 exam domains

X LinkedIn Facebook Reddit

Also called: Cloud Monitoring Alerting, Google Cloud Monitoring, Monitoring, Monitoring service, monitoringService, monitoring_config, Stackdriver Monitoring, Stackdriver Monitoring API

What you can expect on the exam

Log-based metric visualization. Expect to see how Cloud Monitoring converts log-based metrics into time-series charts to track error rates and monitor performance trends.
Alerting policies and notifications. Be ready to configure alerting policies in Cloud Monitoring that monitor metric thresholds and send notifications to channels like email, PagerDuty, or Slack.
Pipeline failure tracing. You may need to use Cloud Monitoring to help trace data pipeline failures from visible symptoms back to specific slow stages or failed tasks.
Alert autoclose configuration. Know how to configure the alert autoclose duration in Cloud Monitoring to determine when open alerts should automatically close in the absence of metric data.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 3
Data Pipeline Orchestration
1. 3.2Schedule, automate, and monitor basic data processing tasks
  - Review and analyze logs in Cloud Logging and Cloud Monitoring

Practice questions on this topic

1 question

Review and analyze logs in Cloud Logging and Cloud Monitoring

Log-based Metrics

Practice this domain

How learners score on this topic

Last updated November 2, 2026

What you can expect on the exam

Where this appears on the exam

Practice questions on this topic

Review and analyze logs in Cloud Logging and Cloud Monitoring

Related topics

How learners score on this topic

What you can expect on the exam

Where this appears on the exam

Practice questions on this topic

Review and analyze logs in Cloud Logging and Cloud Monitoring

Related topics

How learners score on this topic