Which Google Cloud service can automate model training?
AAI Platform Training
BCloud Functions
CBigQuery ML
DDataflow
Explanation
AI Platform Training specifically automates model training, while the others provide different functionalities.
Q182
A company needs to securely store sensitive data in GCP. Which service should they use?
ACloud Storage
BSecrets Manager
CPersistent Disk
DBigQuery
Explanation
Secrets Manager is designed for secure storage of sensitive information, while the others are not specifically focused on sensitive data handling.
Q183
You are configuring a Vertex AI model. What happens when you choose a higher training budget?
AReduced training time
BLower model accuracy
CMore training data used
DFewer training iterations
Explanation
A higher training budget usually allows for more resources, leading to reduced training time, not the other options.
Q184
Which service is best for building chatbots on GCP?
ADialogflow
BVision AI
CCloud Functions
DDataflow
Explanation
Dialogflow is specifically designed for natural language processing in chatbots.
Q185
A company needs to analyze large datasets for insights with minimal setup. Which GCP service should they choose?
ABigQuery
BCloud Storage
CCompute Engine
DCloud Functions
Explanation
BigQuery offers serverless analytics for large datasets easily.
Q186
What happens when you over-provision a Cloud SQL instance?
AIncreased costs without performance benefit
BAutomatic performance scaling up
CHigher availability of the cloud service
DEnhanced security features added
Explanation
Over-provisioning incurs higher costs with no additional performance gains.
Q187
Which service enables automated image analysis?
ACloud Vision API
BCloud Run
CBigQuery
DDataflow
Explanation
Cloud Vision API provides image analysis capabilities, while the others serve different purposes.
Q188
A company needs to securely store sensitive data and access it from multiple locations. Which Google Cloud service should they use?
AGoogle Cloud Storage
BCloud SQL
CCloud Spanner
DFirestore
Explanation
Google Cloud Storage is built to store data securely and can be accessed globally. Other options are less suited for secure storage needs.
Q189
What happens when you enable Google Cloud Armor for an application?
AIncreased latency due to security checks
BProtection against DDoS attacks
CReduced scalability
DNo change to application performance
Explanation
Google Cloud Armor specifically protects applications from DDoS attacks, while other options incorrectly represent its outcomes.
Q190
Which service enables automated machine learning on Google Cloud?
AAutoML
BBigQuery
CCompute Engine
DCloud Functions
Explanation
AutoML provides tools for easy ML model training; the others are not focused on ML automation.