Google Cloud Digital Leader - Full Practice Exam 1

1. A bank must retain a legacy payment system in its own data center while running new customer analytics in Google Cloud. The environments must exchange data securely. Which deployment model describes this approach?
2. A business plans to expand an AI assistant that handles customer requests. It needs trustworthy inputs and responsible outcomes. Which two activities most directly support these goals? Select 2 answers.
3. A business wants consistent definitions of revenue and customer retention across department dashboards instead of each team maintaining conflicting calculations. Which capability is most relevant?
4. A business wants lower-cost compute for fault-tolerant batch jobs that can checkpoint and resume after interruptions. Which Compute Engine option should it evaluate?
5. A call center wants searchable text transcripts of recorded customer calls. Which pre-trained API capability should it use?
6. A company adopts open standards and portable interfaces while modernizing its applications. Which business objective does this most directly support?
7. A company asks whether using a compliant cloud provider automatically makes its own application compliant. What is the best response?
8. A company deploys an AI assistant that can draft an email and call a tool to create a service ticket. What distinguishes this agentic workflow from text generation alone?
9. A company must move a legacy application quickly while keeping its operating system and application architecture largely unchanged. Which migration strategy is the closest match?
10. A company rarely reads compliance archives but must keep them for several years. It accepts the access charges and minimum storage duration associated with a lower storage-cost class. Which Cloud Storage class is most appropriate?
11. A company replaces a self-managed database on a VM with a managed database while preserving the application’s main architecture. Which migration term best describes this targeted improvement?
12. A company replicates its database for availability but has no backups. Why should it still implement tested backups and recovery procedures?
13. A company wants common access policies for several production projects while separating them from development projects. Which resource-hierarchy capability is most relevant?
14. A company wants to discover sensitive personal information in datasets so it can apply appropriate handling controls. Which Google Cloud capability is most relevant?
15. A company wants to extract printed and handwritten text from images without building and training its own model. Which offering should it evaluate first?
16. A company wants to reduce the risk that a stolen password alone can compromise a user account. Which measure most directly helps?
17. A connected-device company must serve low-latency reads and writes over a massive key-based time-series dataset. It does not require relational joins. Which database is the strongest fit?
18. A data team discovers that customer records use inconsistent identifiers and include duplicate entries. What should it prioritize before using the data for reporting and AI?
19. A development team wants to deploy its code while the provider manages the underlying operating systems and runtime infrastructure. Which cloud service model is the closest match?
20. A director proposes moving every workload to the cloud before reviewing business needs. What is the best first step toward a useful digital-transformation plan?
21. A finance team wants a ready-to-use online collaboration suite and does not want to manage application servers or application updates. Which service model best fits?
22. A global financial application requires a relational database with strong consistency and horizontal scaling across regions. Which Google Cloud service is designed for this combination?
23. A loan-assistance model performs well overall but makes more errors for one customer group. What should the business do before expanding deployment?
24. A logistics company wants to expose partner APIs with access controls, traffic policies, usage analytics, and lifecycle management. Which Google Cloud offering should it evaluate?
25. A manufacturer evaluates two regions for an interactive application used mostly in one country. Both satisfy its legal requirements. What should it assess next to reduce user-visible response delays?
26. A manufacturer wants to package an application and its dependencies consistently across development and production environments. Which technology most directly supports this goal?
27. A marketing analyst wants to discover natural customer segments in behavior data that has no preassigned segment labels. Which technique best fits?
28. A media company can start downloads quickly, but transferring large video files takes too long. Which network concept most directly describes the volume of data the connection can carry per unit of time?
29. A mobile application needs a managed document database and real-time synchronization for client application data. Which Google Cloud product best matches?
30. A photo-sharing application should run a small processing routine whenever a new image is uploaded. The team wants event-driven managed execution. Which approach fits?
31. A retailer breaks a large application into smaller services that can be released independently. Which potential business benefit is most directly associated with this change?
32. A retailer buys servers for its annual holiday peak, leaving most capacity idle during the year. It wants to match capacity to demand and reduce upfront hardware purchases. Which cloud benefit best meets both goals?
33. A retailer combines its own point-of-sale records with a licensed external demographic dataset. Which statement correctly distinguishes the sources?
34. A retailer exposes inventory through a documented API so authorized partners can build their own ordering experiences. What is the most direct business value?
35. A retailer has historical transactions labeled as fraudulent or legitimate and wants to predict fraud for new transactions. Which learning approach matches this training data?
36. A retailer wants to run SQL analytics across years of sales without managing a data warehouse server fleet. Which Google Cloud product best fits?
37. A security operations team needs to ingest telemetry, detect suspicious patterns, investigate threats, and coordinate response workflows. Which Google offering is the closest fit?
38. A security team wants a consolidated view of cloud misconfigurations, vulnerabilities, and prioritized risks across its Google Cloud environment. Which product best fits?
39. A service needs to remain available during a failure confined to one Google Cloud zone. Which placement decision most directly addresses this requirement?
40. A service team measures the percentage of successful requests and sets an internal target of 99.9%. Which statement uses reliability terminology correctly?
41. A software company wants to keep its existing operating-system configuration and manage its own application runtime on cloud virtual machines. Which service model offers this control?
42. A SQL-focused analyst wants to create and use a predictive model close to data already stored in BigQuery. The team wants to minimize movement into a separate training environment. Which capability best fits?
43. A startup stores product images, downloadable manuals, and exported log files. It needs durable storage addressed by object names rather than a shared mounted file system. Which service should it choose?
44. A support team needs draft summaries of lengthy conversations. Which AI capability most directly addresses this task?
45. A team configures a Cloud Billing budget at a spending threshold and assumes it will automatically stop every resource when reached. What should the cloud leader clarify?
46. A team moves an application to Compute Engine and assumes Google now manages all application permissions and operating-system patches. What should a cloud leader explain?
47. A team needs to run a containerized HTTP service with automatic scaling and minimal server administration. It does not require Kubernetes-specific APIs. Which service should it prefer?
48. A transit operator wants to process vehicle events as they arrive rather than waiting for an overnight report. Which pairing supports event ingestion and managed stream processing?
49. A user proves their identity with a password and security key, but still cannot read a particular dataset. Which distinction explains this situation?
50. An AI team needs infrastructure optimized for computationally intensive model training. Which Google Cloud capability is most relevant?
51. An analyst only needs to view reports. An administrator proposes granting project-wide Owner access to prevent permission requests. Which principle should guide the decision?
52. An application already uses PostgreSQL and needs a managed relational database without changing its basic SQL application model. Its workload does not need global horizontal scaling. Which service is the simplest fit?
53. An application must protect data while it travels between a user’s browser and the service. Which control most directly addresses this data state?
54. An engineering team needs managed Kubernetes to orchestrate several containerized workloads using Kubernetes APIs and policies. Which service best matches?
55. An operator needs alerts when service latency crosses a threshold and searchable application logs to investigate the issue. Which combination should the team use?
56. An organization deliberately uses Google Cloud for analytics and a different public cloud provider for an existing application. What is the most accurate description of this strategy?
57. An organization is choosing between a pre-trained API and a custom ML model for a common document-processing task. Which consideration most strongly favors trying the pre-trained service first?
58. An organization wants evidence of who changed a cloud resource and when the change occurred. Which capability should it use?
59. During migration assessment, a team discovers an unused application with no business owner, no consumers, and no retention requirement. Which migration action best avoids unnecessary cloud cost?
60. Finance wants detailed Google Cloud cost data in a warehouse so analysts can allocate spending by project and build recurring reports. Which approach fits?

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