Which Google Cloud service is most suitable for hosting APIs or web services?

• Google Cloud Storage

• Google Compute Engine

• Google BigQuery

• Google Cloud SQL

Answer explanation

Google Compute Engine provides virtual machines (VMs) that are ideal for hosting APIs or web services, giving you complete control over the server environment and configuration.

Which service can be used for storing large files like images and videos on Google Cloud?

• Google Cloud SQL

• Google Cloud Storage

• Google BigQuery

• Google Pub/Sub

Answer explanation

Google Cloud Storage is an object storage service used to store unstructured data like images, videos, and documents, supporting large-scale data storage.

Which service should you use for real-time analytics of large datasets in Google Cloud?

• Google Cloud SQL

• Google BigQuery

• Google Cloud Functions

• Google Dataflow

Answer explanation

Google BigQuery is a fully managed data warehouse that supports fast SQL queries and analysis of large datasets in real-time.

Which service is designed to support machine learning training and model serving on Google Cloud?

• Google Dataflow

• Google Cloud Functions

• Google Cloud SQL

• Vertex AI

Answer explanation

Vertex AI is tailored for machine learning workflows, including data analysis, training, and serving models in a scalable manner.

How can you estimate and minimize costs when using Google Cloud services?

• Use the Google Cloud Free Tier only

• Automatically receive credits without tracking costs

• Use Google Cloud Pricing Calculator to estimate and select minimal cost options

• There is no way to estimate costs in Google Cloud

Answer explanation

Google Cloud Pricing Calculator allows users to estimate the costs of using Google Cloud services and helps them choose the most cost-effective configurations.

What should you use to control access to your Google Cloud Project and ensure only specific team members can manage costs?

• Allow all users to manage costs

• Use Google Cloud Identity and Access Management (IAM) to restrict access

• Give all team members full access

• Give all team members full access

Answer explanation

Google Cloud IAM enables fine-grained access control to resources, ensuring only authorized users can manage project costs.

Which compute service can be used for deploying event-driven machine learning models as lightweight, serverless functions?

• Google Cloud Functions

• Google Compute Engine

• Google App Engine

• Google Kubernetes Engine

Answer explanation

Google Cloud Functions is a serverless, event-driven compute service that is ideal for deploying lightweight machine learning models that respond to events.

Which service is suitable for hosting machine learning models that need to handle large-scale and always-on traffic?

• Google BigQuery

• Google Cloud Functions

• Google Cloud Storage

• Google App Engine

Answer explanation

Google App Engine is designed for deploying and scaling applications, making it ideal for machine learning models that need to handle high traffic or continuous use.

Which database service should you use for relational data that requires scalability and automatic failover in Google Cloud?

• Google Cloud SQL

• Google Dataflow

• Google Cloud Functions

• Google Cloud Storage

Answer explanation

Google Cloud SQL is a fully managed relational database service that supports automatic scalability and failover, making it suitable for relational data storage.

Which service provides a fully managed environment for streaming data processing and real-time data pipelines?

• Google Cloud Functions

• Google Cloud Pub/Sub

• Google Dataflow

• Google Cloud SQL

Answer explanation

Google Dataflow is a fully managed service for real-time stream and batch data processing, commonly used for creating data pipelin