Question 1

You have a model registered in the Model Registry in Vertex AI and need to evaluate its performance over multiple versions for A/B testing in production. Which approach will best allow you to manage different versions effectively while ensuring they can be accessed and deployed as needed?

Options :

A : Use Vertex AI Experimentation instead of Model Registry for version management.

B : Override the model version in Model Registry each time you retrain to avoid clutter.

C : Assign a unique alias to each model version in Model Registry for easier version tracking and deployment.

D : Manually track all versions in a local database and deploy them to a staging environment one by one.

Answer: C

Question 2

A company stores large amounts of data in Cloud Storage that is only accessed a few times a year for quarterly reports. The data needs to be retained for a minimum of three years for compliance purposes, but retrieval speed is not critical. Which storage class is the most cost-effective option?

Options :

A : Nearline

B : Archive

C : Coldline

D : Standard

Answer: C

Question 3

A financial institution collects data from various sources and categorizes it as follows:Transaction records stored in a relational database, containing fields like transaction ID, amount, date, and account number.Customer support chat logs saved in text documents.Financial reports received from third-party vendors in XML format.Based on the descriptions, how should you classify each data type?

Options :

A : Structured data: transaction records; semi-structured data: customer support chat logs; structured data: financial reports

B : Unstructured data: transaction records; structured data: customer support chat logs; semi-structured data: financial reports

C : Structured data: transaction records; semi-structured data: customer support chat logs; unstructured data: financial reports

D : Structured data: transaction records; unstructured data: customer support chat logs; semi-structured data: financial reports

Answer: D

Question 4

A company wants to ensure that its data remains secure while stored in Cloud Storage and during transmission to clients. Which combination of measures should the company implement to meet these requirements?

Options :

A : Client-side encryption only

B : Encryption at rest only

C : Encryption in transit and encryption at rest

D : Encryption in transit only

Answer: C

Question 5

Your team uses Cloud SQL to manage an application database that requires both high availability and disaster recovery. Which of the following configurations will best support these requirements?

Options :

A : Enable automated backups and choose a Multi-Zone configuration.

B : Configure a read replica in a different region.

C : Choose Coldline Storage for backups.

D : Use the standard Cloud SQL instance configuration without any additional settings.

Answer: A

Free Associate-Data-Practitioner Mock Exam – Practice Online Confidently

Buying Options: