Google Cloud Digital Leader Practice Exam 2025: Latest Questions

A retail company wants to accelerate digital transformation by reducing the time it takes to deliver new features. They want a cultural and process approach that improves collaboration between development and operations teams. What is the best approach?

A product team wants to analyze customer behavior from website clickstream events and run SQL queries to build dashboards. They prefer a fully managed analytics data warehouse. Which Google Cloud product best fits this need?

A company is modernizing an internal web application. They want to run it in containers without managing servers and want the platform to automatically scale based on request volume. Which service is the best fit?

A security team wants to follow the principle of least privilege by granting users only the permissions they need to do their jobs in Google Cloud. What is the recommended way to manage this?

A media company ingests large volumes of log and event data from multiple systems. They want to transform and enrich the data in near real time and load it into an analytics system for reporting. Which Google Cloud approach best fits?

A company runs a customer-facing application with unpredictable traffic spikes. They want to improve reliability and reduce operational overhead by using managed services while still deploying application code with minimal changes. Which modernization approach is most appropriate?

A finance team wants to ensure different departments are billed separately for their cloud usage and that they can attribute costs to specific initiatives. They also want guardrails to avoid uncontrolled resource sprawl. What is the best practice approach?

An operations team wants to detect performance regressions in a production service and be notified when latency exceeds a target. They also want to define what 'reliable' means for the service. Which Google Cloud operations concept best addresses this?

A global company needs a relational database for an online transaction processing (OLTP) system that must provide strong consistency and high availability across multiple regions. The database should scale horizontally with minimal operational complexity. Which service is the best fit?

A company wants to prevent data exfiltration by ensuring that sensitive workloads can only access Google APIs (such as Cloud Storage and BigQuery) through private networking rather than the public internet. Which solution best meets this requirement?

A marketing team wants to quickly explore trends in customer website behavior using SQL without managing servers. They want a managed service that can analyze large datasets and integrate with visualization tools. Which Google Cloud product best fits this need?

A product team needs to store and version binary objects such as images and PDFs with high durability and simple access controls. Which Google Cloud service should they choose?

An organization wants employees to sign in to Google Cloud using the company’s existing identity provider and then grant least-privilege access to projects. What is the recommended approach?

A retailer wants to modernize a monolithic application by breaking it into smaller services that can be deployed independently. They also want a managed platform that reduces operational overhead. Which approach best aligns with these goals?

A data team wants to ingest clickstream events in near real time and process them for dashboards and alerts. They want a service designed for streaming ingestion and decoupling producers from consumers. What should they use?

A security team needs to understand which resources are publicly accessible, identify overly permissive IAM policies, and receive recommendations to improve security posture across projects. Which Google Cloud service is designed for this?

A company wants to improve reliability by detecting service issues quickly and reducing time to resolution. They want to collect metrics, logs, and set alerting policies across their Google Cloud workloads. What is the best solution?

A finance lead wants consistent cost accountability across departments by ensuring every cloud resource can be attributed to an application and cost center. What is the most effective practice to support this goal?

An enterprise wants to ensure that customer-managed encryption keys are used for sensitive datasets and that key rotation and access can be centrally controlled. Which Google Cloud service should they use to manage encryption keys?

A company runs a customer-facing application that experiences unpredictable traffic spikes. They want to minimize operational work by using a platform that automatically scales based on request volume and supports rapid deployments. Which solution is the best fit?

A retail company wants to reduce friction for employees by giving them single sign-on (SSO) to Google Cloud and other SaaS apps. The company already uses an external identity provider (IdP) and wants to avoid creating separate passwords in Google Cloud. What is the recommended approach?

A product team wants near real-time dashboards showing application events (clicks, page views, and purchases). Events are generated continuously and must be ingested reliably at scale, then analyzed with SQL. Which Google Cloud approach best fits this need?

An organization wants to move from manual, ticket-based infrastructure changes to automated, repeatable deployments. They also want an approval step before applying changes to production. What is the most appropriate high-level practice on Google Cloud?

A security team is concerned about accidental data exposure in object storage. They want a preventive control that blocks broad public access across the organization, rather than relying on each team to configure permissions correctly. Which Google Cloud capability best addresses this requirement?

A company wants to modernize an existing monolithic web application. They expect traffic to vary significantly throughout the day and want the platform to automatically scale while reducing operational overhead of managing servers. The app can be decomposed into smaller services over time. Which approach is most aligned with these goals?