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associate cloud engineer Practice Questions

Page 2 of 3 (240 total questions)

Your data science team needs a fully managed environment to build, train, and deploy custom machine learning models using TensorFlow. Which platform provides these end-to-end MLOps capabilities?
View Question & Answer ➔
What is 'Vertex AI' in Google Cloud?
View Question & Answer ➔
Which Vertex AI component allows you to build and train machine learning models automatically without writing code?
View Question & Answer ➔
What is 'Vertex AI Workbench' used for?
View Question & Answer ➔
In Vertex AI, what is a 'Feature Store'?
View Question & Answer ➔
Which feature of Vertex AI allows you to orchestrate the steps of your machine learning workflow (data ingestion -> training -> evaluation) as a repeatable process?
View Question & Answer ➔
What is 'Model Monitoring' in Vertex AI used for?
View Question & Answer ➔
Does Vertex AI support training models using open-source frameworks like TensorFlow, PyTorch, or scikit-learn?
View Question & Answer ➔
What is the purpose of 'Vertex AI Matching Engine' (now Vector Search)?
View Question & Answer ➔
Which Vertex AI component can be used to generate human-like text, translate languages, and answer complex questions using Large Language Models (LLMs)?
View Question & Answer ➔
You are designing a CI/CD pipeline. You need a service to compile source code, run tests, and produce software packages that are ready to deploy. Which service handles the build phase?
View Question & Answer ➔
Which Google Cloud service is a serverless CI/CD platform that allows you to automate builds, tests, and deployments from your source code?
View Question & Answer ➔
In Cloud Build, what is a 'Build Step'?
View Question & Answer ➔
What is the primary configuration file for a Cloud Build process?
View Question & Answer ➔
An administrator wants to automatically trigger a build whenever a new commit is pushed to a specific branch in a GitHub repository linked to GCP. Which feature should they use?
View Question & Answer ➔
What is an 'Artifact' in the context of a Cloud Build process?
View Question & Answer ➔
Can Cloud Build be used to create Docker images and push them to Google Artifact Registry?
View Question & Answer ➔
Which Cloud Build feature allows you to use your own private worker pool (running in your VPC) for builds that require access to internal resources or have specific security needs?
View Question & Answer ➔
What is 'Binary Authorization' and how does it relate to Cloud Build?
View Question & Answer ➔
Is Cloud Build a free service?
View Question & Answer ➔
Your team wants to automate the provisioning of infrastructure to ensure consistency across environments. You need to define your infrastructure as code (IaC) using declarative templates. Which service should you use?
View Question & Answer ➔
Which Google Cloud service is the primary infrastructure-as-code (IaC) tool for creating and managing resources using YAML or Python configurations?
View Question & Answer ➔
In Cloud Deployment Manager, what is a 'Configuration' file?
View Question & Answer ➔
How can you reuse common resource definitions across multiple deployments in Deployment Manager?
View Question & Answer ➔
What does the 'Preview' feature in Deployment Manager allow you to do?
View Question & Answer ➔
Which Deployment Manager feature allows you to define dependencies so that resources are created in a specific order (e.g., Create VNet before VM)?
View Question & Answer ➔
Is Cloud Deployment Manager a free service?
View Question & Answer ➔
What happens to the resources if you delete a 'Deployment' in Deployment Manager?
View Question & Answer ➔
Can Deployment Manager be used to manage resources in multiple projects from a single configuration?
View Question & Answer ➔
Which tool can automatically generate a Deployment Manager template from an existing set of manually created resources?
View Question & Answer ➔
In Google Cloud IAM, what is a 'Predefined Role'?
View Question & Answer ➔
Your organization has multiple cloud accounts. Users in Account A need temporary access to resources in Account B. What Cloud IAM feature should you use?
View Question & Answer ➔
Which IAM identity type is intended for non-human users, such as applications or virtual machines, to authenticate with Google Cloud APIs?
View Question & Answer ➔
How can an administrator grant a developer permission to create VMs in Project A but only view logs in Project B?
View Question & Answer ➔
What is the 'Principle of Least Privilege' in the context of IAM?
View Question & Answer ➔
Which 'Primitive Role' provides full control over all resources in a project, including the ability to manage IAM policies?
View Question & Answer ➔
What is a 'Custom Role' in Google Cloud IAM?
View Question & Answer ➔
Which tool can an administrator use to audit and troubleshoot IAM permissions to see exactly why a user was denied access to a resource?
View Question & Answer ➔
Can IAM policies be applied at the 'Folder' level in the Google Cloud resource hierarchy?
View Question & Answer ➔
What is the purpose of 'IAM Conditions'?
View Question & Answer ➔
Your application requires high CPU performance for compute-intensive workloads like video encoding. Which Google Compute Engine instance type is optimized for this?
View Question & Answer ➔
An administrator needs to deploy a workload that is fault-tolerant and can handle interruptions. Which Compute Engine feature provides a significant discount for these types of VMs?
View Question & Answer ➔
Which Google Cloud feature allows you to group multiple VM instances into a single entity to simplify management and enable autoscaling?
View Question & Answer ➔
What is an 'Instance Template' in Compute Engine?
View Question & Answer ➔
An administrator wants to provide a secure way to SSH into a Linux VM that does NOT have a public IP address. Which tool should be used?
View Question & Answer ➔
Which Compute Engine machine family is optimized for extremely memory-intensive workloads like SAP HANA or large in-memory databases?
View Question & Answer ➔
What is 'Auto-healing' in a Managed Instance Group?
View Question & Answer ➔
Which type of persistent disk provides the lowest latency and highest throughput by being physically attached to the server hosting the VM?
View Question & Answer ➔
An administrator wants to move a VM from one zone to another within the same region. What is the most automated way to do this?
View Question & Answer ➔
What is the primary benefit of 'Sole-tenant Nodes' in Compute Engine?
View Question & Answer ➔
Your application requires persistent block storage that survives Google Compute Engine instance termination. Which service should you use?
View Question & Answer ➔
You need to create a backup of your Persistent Disk volume for disaster recovery. What feature should you use?
View Question & Answer ➔
What is the primary difference between a 'Zonal Persistent Disk' and a 'Regional Persistent Disk' in Google Cloud?
View Question & Answer ➔
An administrator wants to increase the size of a persistent disk that is attached to a running VM instance. Is this possible?
View Question & Answer ➔
Which Persistent Disk type should you choose for the highest performance, supporting up to 100,000 IOPS and ultra-low latency?
View Question & Answer ➔
What is an 'Image' in Google Cloud Compute Engine?
View Question & Answer ➔
Can a single Persistent Disk be attached to multiple VM instances simultaneously in Read-Write mode?
View Question & Answer ➔
What is a 'Standard Snapshot' of a persistent disk?
View Question & Answer ➔
An administrator wants to automate the process of taking daily snapshots of several disks. Which feature should they use?
View Question & Answer ➔
Where are persistent disk snapshots stored in Google Cloud?
View Question & Answer ➔
You need to create a logically isolated section of your cloud environment where you can launch resources in a virtual network that you define. Which service provides this?
View Question & Answer ➔
What is the primary difference between 'Auto mode' and 'Custom mode' VPC networks in Google Cloud?
View Question & Answer ➔
Which Google Cloud feature allows you to connect two VPC networks internally using private IP addresses, even if they are in different projects or organizations?
View Question & Answer ➔
What is the purpose of 'Private Google Access' for a subnet?
View Question & Answer ➔
An administrator wants to share a single VPC network and its subnets with multiple projects in their organization. Which feature should they use?
View Question & Answer ➔
Which Google Cloud service provides a high-speed, physical connection from an on-premises data center to GCP that does NOT use the public internet?
View Question & Answer ➔
What are 'VPC Flow Logs' used for?
View Question & Answer ➔
In a VPC network, can subnets have overlapping IP ranges if they are in different regions?
View Question & Answer ➔
Which Google Cloud tool allows you to simulate and analyze the path a network packet will take between two endpoints to verify connectivity?
View Question & Answer ➔
What is 'Cloud NAT' used for?
View Question & Answer ➔
You need stateful firewall rules at the Google Compute Engine instance level. What should you configure?
View Question & Answer ➔
How does Google Cloud process firewall rules regarding 'Priority'?
View Question & Answer ➔
Which attribute of a firewall rule would you use to apply it only to a specific set of VMs in a VPC (e.g., all VMs with the label 'web-server')?
View Question & Answer ➔
What is the implied default behavior for INGRESS traffic in a newly created VPC?
View Question & Answer ➔
What is the implied default behavior for EGRESS traffic in a Google Cloud VPC?
View Question & Answer ➔
An administrator wants to block all traffic from a specific malicious IP address to their web servers. Which firewall configuration should they use?
View Question & Answer ➔
What is a 'Stateful' firewall rule?
View Question & Answer ➔
Can you use Service Accounts as targets or sources in firewall rules?
View Question & Answer ➔
What is 'Firewall Insights' used for?
View Question & Answer ➔
Which attribute determines the 'Direction' of a firewall rule?
View Question & Answer ➔
You need to explicitly deny traffic from a specific IP address to your Google Compute Engine instances. Can VPC Firewall Rules natively handle explicit deny rules?
View Question & Answer ➔
You need stateless firewall rules at the subnet level in your Virtual Private Cloud (VPC). What should you configure?
View Question & Answer ➔
What is the role of an 'Asset' in Google Cloud Asset Inventory?
View Question & Answer ➔
Which feature of GCP identifies unused resources and provides recommendations to save money?
View Question & Answer ➔
What is 'Labeling' used for in GCP resources?
View Question & Answer ➔
Which feature of GCP allows you to connect your on-premises Active Directory to Google Cloud IAM?
View Question & Answer ➔
How do you manage multiple GCP projects from a single organizational hierarchy?
View Question & Answer ➔
What is 'Identity-Aware Proxy' (IAP) primarily used for?
View Question & Answer ➔
What is a 'VPC' in Google Cloud?
View Question & Answer ➔
How do you connect two VPC networks privately, even if they are in different projects?
View Question & Answer ➔
You need to monitor CPU utilization of your Google Compute Engine instances and set up alarms for automated actions. Which service should you use?
View Question & Answer ➔
Your application running on Google Compute Engine needs a central location for log aggregation and real-time analysis. Which Google Cloud Observability capability should you use?
View Question & Answer ➔
Which Google Cloud service provides centralized monitoring for multi-cloud and on-premises environments, allowing you to create dashboards and alerts?
View Question & Answer ➔
What is a 'Metric' in Google Cloud Monitoring?
View Question & Answer ➔
An administrator wants to receive an email whenever a VM's CPU usage stays above 90% for more than 5 minutes. Which feature should they use?
View Question & Answer ➔
Which Google Cloud service store, searches, and analyzes logs from your applications and infrastructure?
View Question & Answer ➔
What is a 'Log Sink' used for in Cloud Logging?
View Question & Answer ➔
Which observability tool provides a distributed tracing system that helps developers find latency bottlenecks in multi-tier microservices architectures?
View Question & Answer ➔
What is 'Error Reporting' in Google Cloud used for?
View Question & Answer ➔
Which tool provides a continuous profiling system of CPU and memory usage for your applications, helping to find inefficient code and reduce costs?
View Question & Answer ➔

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associate cloud engineer Practice Questions

Your data science team needs a fully managed environment to build, train, and deploy custom machine learning models using TensorFlow. Which platform provides these end-to-end MLOps capabilities?

What is 'Vertex AI' in Google Cloud?

Which Vertex AI component allows you to build and train machine learning models automatically without writing code?

What is 'Vertex AI Workbench' used for?

In Vertex AI, what is a 'Feature Store'?

Which feature of Vertex AI allows you to orchestrate the steps of your machine learning workflow (data ingestion -> training -> evaluation) as a repeatable process?

What is 'Model Monitoring' in Vertex AI used for?

Does Vertex AI support training models using open-source frameworks like TensorFlow, PyTorch, or scikit-learn?

What is the purpose of 'Vertex AI Matching Engine' (now Vector Search)?

Which Vertex AI component can be used to generate human-like text, translate languages, and answer complex questions using Large Language Models (LLMs)?

You are designing a CI/CD pipeline. You need a service to compile source code, run tests, and produce software packages that are ready to deploy. Which service handles the build phase?

Which Google Cloud service is a serverless CI/CD platform that allows you to automate builds, tests, and deployments from your source code?

In Cloud Build, what is a 'Build Step'?

What is the primary configuration file for a Cloud Build process?

An administrator wants to automatically trigger a build whenever a new commit is pushed to a specific branch in a GitHub repository linked to GCP. Which feature should they use?

What is an 'Artifact' in the context of a Cloud Build process?

Can Cloud Build be used to create Docker images and push them to Google Artifact Registry?

Which Cloud Build feature allows you to use your own private worker pool (running in your VPC) for builds that require access to internal resources or have specific security needs?

What is 'Binary Authorization' and how does it relate to Cloud Build?

Is Cloud Build a free service?

Your team wants to automate the provisioning of infrastructure to ensure consistency across environments. You need to define your infrastructure as code (IaC) using declarative templates. Which service should you use?

Which Google Cloud service is the primary infrastructure-as-code (IaC) tool for creating and managing resources using YAML or Python configurations?

In Cloud Deployment Manager, what is a 'Configuration' file?

How can you reuse common resource definitions across multiple deployments in Deployment Manager?

What does the 'Preview' feature in Deployment Manager allow you to do?

Which Deployment Manager feature allows you to define dependencies so that resources are created in a specific order (e.g., Create VNet before VM)?

Is Cloud Deployment Manager a free service?

What happens to the resources if you delete a 'Deployment' in Deployment Manager?

Can Deployment Manager be used to manage resources in multiple projects from a single configuration?

Which tool can automatically generate a Deployment Manager template from an existing set of manually created resources?

In Google Cloud IAM, what is a 'Predefined Role'?

Your organization has multiple cloud accounts. Users in Account A need temporary access to resources in Account B. What Cloud IAM feature should you use?

Which IAM identity type is intended for non-human users, such as applications or virtual machines, to authenticate with Google Cloud APIs?

How can an administrator grant a developer permission to create VMs in Project A but only view logs in Project B?

What is the 'Principle of Least Privilege' in the context of IAM?

Which 'Primitive Role' provides full control over all resources in a project, including the ability to manage IAM policies?

What is a 'Custom Role' in Google Cloud IAM?

Which tool can an administrator use to audit and troubleshoot IAM permissions to see exactly why a user was denied access to a resource?

Can IAM policies be applied at the 'Folder' level in the Google Cloud resource hierarchy?

What is the purpose of 'IAM Conditions'?

Your application requires high CPU performance for compute-intensive workloads like video encoding. Which Google Compute Engine instance type is optimized for this?

An administrator needs to deploy a workload that is fault-tolerant and can handle interruptions. Which Compute Engine feature provides a significant discount for these types of VMs?

Which Google Cloud feature allows you to group multiple VM instances into a single entity to simplify management and enable autoscaling?

What is an 'Instance Template' in Compute Engine?

An administrator wants to provide a secure way to SSH into a Linux VM that does NOT have a public IP address. Which tool should be used?

Which Compute Engine machine family is optimized for extremely memory-intensive workloads like SAP HANA or large in-memory databases?

What is 'Auto-healing' in a Managed Instance Group?

Which type of persistent disk provides the lowest latency and highest throughput by being physically attached to the server hosting the VM?

An administrator wants to move a VM from one zone to another within the same region. What is the most automated way to do this?

What is the primary benefit of 'Sole-tenant Nodes' in Compute Engine?

Your application requires persistent block storage that survives Google Compute Engine instance termination. Which service should you use?

You need to create a backup of your Persistent Disk volume for disaster recovery. What feature should you use?

What is the primary difference between a 'Zonal Persistent Disk' and a 'Regional Persistent Disk' in Google Cloud?

An administrator wants to increase the size of a persistent disk that is attached to a running VM instance. Is this possible?

Which Persistent Disk type should you choose for the highest performance, supporting up to 100,000 IOPS and ultra-low latency?

What is an 'Image' in Google Cloud Compute Engine?

Can a single Persistent Disk be attached to multiple VM instances simultaneously in Read-Write mode?

What is a 'Standard Snapshot' of a persistent disk?

An administrator wants to automate the process of taking daily snapshots of several disks. Which feature should they use?

Where are persistent disk snapshots stored in Google Cloud?

You need to create a logically isolated section of your cloud environment where you can launch resources in a virtual network that you define. Which service provides this?

What is the primary difference between 'Auto mode' and 'Custom mode' VPC networks in Google Cloud?

Which Google Cloud feature allows you to connect two VPC networks internally using private IP addresses, even if they are in different projects or organizations?

What is the purpose of 'Private Google Access' for a subnet?

An administrator wants to share a single VPC network and its subnets with multiple projects in their organization. Which feature should they use?

Which Google Cloud service provides a high-speed, physical connection from an on-premises data center to GCP that does NOT use the public internet?

What are 'VPC Flow Logs' used for?

In a VPC network, can subnets have overlapping IP ranges if they are in different regions?

Which Google Cloud tool allows you to simulate and analyze the path a network packet will take between two endpoints to verify connectivity?

What is 'Cloud NAT' used for?

You need stateful firewall rules at the Google Compute Engine instance level. What should you configure?

How does Google Cloud process firewall rules regarding 'Priority'?

Which attribute of a firewall rule would you use to apply it only to a specific set of VMs in a VPC (e.g., all VMs with the label 'web-server')?

What is the implied default behavior for INGRESS traffic in a newly created VPC?

What is the implied default behavior for EGRESS traffic in a Google Cloud VPC?

An administrator wants to block all traffic from a specific malicious IP address to their web servers. Which firewall configuration should they use?

What is a 'Stateful' firewall rule?

Can you use Service Accounts as targets or sources in firewall rules?

What is 'Firewall Insights' used for?