Download Google Cloud Digital Leader - 2024 update and more Exams Nursing in PDF only on Docsity!
Google Cloud Digital Leader - 2024 update Actual solution.
Google Cloud Digital Leader -
2024 update
An organization wants to dynamically adjust its application to serve different user needs. What are the benefits of storing their data in the cloud for this use case? a. Data can be stored in archive for long term access b. No data access management required c. Automatic data cleaning and validation d. Real-time data ingestion and analysis - answer ✅✅Real-time data ingestion and analysis An organization is looking for a data warehouse for analysis and reporting with seamless scaling. Which Google Cloud product or service should the organization use?
a. Cloud storage b. Dataflow c. BigQuery d. Looker - answer ✅✅BigQuery An organization wants to search for and share plug-and-play AI components which can easily build ML services into their project. Which Google Cloud product should the organization use? a. Recommendations AI b. Document AI c. VertexAI d. Cloud Talent Solution - answer ✅✅VertexAI An organization runs their application on a virtual machine, but every time they want to edit specific features, they have to bring the system offline to update the application. What would be a more appropriate solution for their app? a. Solid State Disk b. Containers c. Hypervisors d. GPUs - answer ✅✅Containers As the world and business changes, organizations have to decide between embracing new technology and transforming, or keeping their technology and approaches the same. What risks might an organization face by not transforming as their market evolves?
a. Managed database migration b. Refactoring c. Remain on-premise d. Lift & shift - answer ✅✅Lift & shift How do data analytics and business intelligence differ from Al and ML? a. Data analytics and business intelligence identify trends from historical data, whereas Al and ML use data to make decisions for future business. b. Data analytics and business intelligence involve advanced algorithms for predicting future trends, whereas Al and ML focus on processing historical data. c. Data analytics and business intelligence use automated decision-making processes, whereas Al and ML require human intervention and interpretation of data. d. Data analytics and business intelligence are used only in small businesses, whereas Al and ML are used exclusively by large corporations. - answer ✅✅Data analytics and business intelligence identify trends from historical data, whereas Al and ML use data to make decisions for future business. What does the consistency dimension refer to when data quality is being measured? a. Whether all the required information is present. b. Whether the data is up-to-date and reflects the current state of the phenomenon that is being modeled. c. Whether a dataset is free from duplicate values that could prevent an ML model from learning accurately. d. Whether the data is uniform and doesn't contain any contradictory information. - answer ✅✅Whether the data is uniform and doesn't contain any contradictory information.
What computing option automatically provisions resources, like compute power, in the background as needed? a. Traditional on-premise computing b. Serverless computing c. laas (Infrastructure-as-a-service) d. Paas (Platform-as-a-service) - answer ✅✅Serverless computing In modern cloud application development, what name is given to independently deployable, scalable, and maintainable components that can be used to build a wide range of applications? a. Containers b. Monoliths c. Microservices d. DevOps - answer ✅✅Microservices Which three essential aspects of cloud security form the foundation of the CIA triad? a. Compliance, identity, and access management b. Confidentiality, integrity, and availability c. Containers, infrastructure, and architecture d. Certificates, intelligence, and authentication - answer ✅✅Confidentiality, integrity, and availability Which practice involves a combination of processes and technologies that help reduce the risk of data breaches, system outages, and other security incidents in the cloud?
A) Google Cloud data centers are carbon free. B) Data centers have maximum physical security. C) Data centers are regionally distributed around the world. D) Google Cloud data centers are ISO certified for their environmental performance and efficiency. - answer ✅✅Google Cloud data centers are ISO certified for their environmental performance and efficiency. An organization is monitoring a service level indicator based on the volume of traffic that their application is receiving. Why is it important to monitor this indicator? A) The volume of traffic always affects the user experience. B) High traffic levels are frequently tied to degrading performance. C) Historical trends in traffic can be used for capacity planning. D) Low traffic volumes always indicate configuration issues. - answer ✅✅Historical trends in traffic can be used for capacity planning. An organization has raised a support case with Google Cloud Customer Care. When is it appropriate for a case to be escalated? A) When a high-impact issue needs to be resolved as fast as possible B) When the priority of the ticket has been set incorrectly C) When flagging a break in the process or a communication issue D) When a case has been resolved and needs to be reopened - answer ✅✅When flagging a break in the process or a communication issue An organization wants to track and understand its expenses on Google Cloud and receive recommendations on cost optimizations. Which tool should the organization use?
A) Cloud Billing reports B) Resource quotas and thresholds C) Committed use discounts D) Invoices - answer ✅✅Cloud Billing reports An organization wants to analyze data collected from a fleet of rental vehicles. Onboard sensors send location data every 30 seconds. They want to ingest this data. Which Google product or service should they use? A) Dataflow B) Pub/Sub C) Cloud SQL D) Cloud Storage - answer ✅✅Pub/Sub Pub/Sub is a messaging service that can receive data from device streams such as sensors, at the start of a data pipeline. An organization wants to compare the total cost of ownership (TCO) of operating in the cloud versus on-premises. What on-premises costs should be compared to cloud operating costs? A) The cost of on-premises operational overhead B) The initial investment cost of on-premises hardware C) The maintenance cost of replacing on-premises hardware D) The cost of on-premises hardware investment, operational overhead, and missed-opportunity costs - answer ✅✅The cost of on-premises hardware investment, operational overhead, and missed-opportunity costs
C is correct because the cloud service providers take on the onus of hardware, cooling, power, security, and maintenance of the physical infrastructure, thereby reducing the on-premises costs. An organization is implementing a cloud center of excellence by creating a central partnership across finance, technology and business function teams. What is a benefit of this approach? A) Enabling individual project teams to apply their own approach to security. B) Ensuring that there is visibility into ongoing cloud spend. C) Reviewing cloud decisions on a quarterly basis. D) Owning all cloud spending budgets across the organization. - answer ✅✅Ensuring that there is visibility into ongoing cloud spend. An organization wants to deploy new workloads to the cloud, but must keep some systems on-premises for compliance reasons. They need to centrally manage both environments. Which type of environment would suit the organization? A) Multi cloud environment B) Virtual machine environment C) Hybrid cloud environment D) Container environment - answer ✅✅Hybrid cloud environment An organization is establishing best practices for financial governance in the cloud. They have multiple teams building applications. Which Google- recommended approach should the organization use to manage spending? A) Define ownership for projects, and establish financial accountability for project owners. B) Define ownership for projects, but centralize financial accountability.
C) Set a fixed cloud spend budget across all projects. D) Centralize financial accountability, and review spending monthly. - answer ✅✅Define ownership for projects, and establish financial accountability for project owners. A retail store has discovered a cost-effective solution for creating self-service kiosks. They can use existing check-out hardware and purchase a virtual customer service application. Why do they also need an API? A) To update the check-out hardware remotely. B) To migrate all customer data for disaster recovery. C) To connect the new application with the legacy system. D) To connect the check-out hardware to the public cloud. - answer ✅✅To connect the new application with the legacy system. An organization is looking for a solution to help them build applications using their preferred programming language and tools. They also want to minimize time spent on infrastructure management. What solution should the organization use? A) Bare Metal Solution B) Dataproc C) Pub/Sub D) Cloud Run - answer ✅✅Cloud Run What would provide near-unlimited availability of computing resources without requiring an organization to procure and provision new equipment? A) Public cloud B) Private cloud
How would an organization benefit from using Looker? A) Advanced business intelligence and analytics B) Optimal identity and access management C) Leading serverless warehousing technology D) Robust data roll-back accuracy - answer ✅✅Advanced business intelligence and analytics An organization needs a platform to create custom end-to-end artificial intelligence models. Which Google Cloud product or service should the organization use? A) Recommendations AI B) Dataproc C) Compute Engine D) Vertex AI - answer ✅✅Vertex AI An organization needs to control access for users and resources within Google Cloud. Which service should the organization use? A) Hardware-based encryption B) Cloud VPN C) Cloud Interconnect D) Cloud IAM - answer ✅✅Cloud IAM An organization is moving its operations to the cloud, but needs to migrate a legacy application without making any changes to the code. Which migration path should the organization choose?
A) Replatform B) Refactor C) Rehost D) Retire - answer ✅✅Rehost An organization has a small app that sends a mobile notification to a customer whenever a new order is placed on their website. They require a simple, event- driven, serverless service to host the code. Which service should the organization choose? A) Cloud Functions B) Kubernetes Engine C) Cloud Run D) Compute Engine - answer ✅✅Cloud Functions According to Google's AI principles, which scenario is an irresponsible use of AI technology? A) Creating mass blog posts by using generative AI. B) Using data on previous customer interactions. C) Forecasting customers that are likely to have a higher lifetime value. D) Tracking user activity in financial organizations. - answer ✅✅Creating mass blog posts by using generative AI. An organization wants to migrate multiple virtual machines to the cloud. Which Google service should they choose? A) Compute Engine B) Kubernetes Engine
B) Cloud SQL C) Cloud Storage D) BigQuery - answer ✅✅Cloud Storage Why is data stored in Google Cloud secure and private? A) Data is encrypted when an appropriate tag is applied. B) Data is encrypted by the Security Command Center. C) Data is encrypted by Cloud Data Loss Prevention. D) Data is encrypted by default. - answer ✅✅Data is encrypted by default. How is privacy defined in the context of cloud technology? A) Procedures to authenticate user identity B) Restrictions on data access and sharing C) Compliance with regulatory standards D) Susceptibility to data breaches and cyber attacks - answer ✅✅Restrictions on data access and sharing When an organization adopts cloud technology, how does their total cost of ownership (TCO) shift? A) Away from operational expenditure toward capital expenditure B) Away from capital expenditure toward operational expenditure C) Away from cost management toward capital expenditure D) Away from operational expenditure toward cost management - answer ✅✅Away from capital expenditure toward operational expenditure
An organization has shifted from a CapEx to OpEx based spending model. Which of these statements is true? a. They will only pay for what they forecast. b. Budgeting will only happen on an annual basis. c. They will only pay for what they use. d. Hardware procurement is done by a centralized team. - answer ✅✅They will only pay for what they use. An organization wants to innovate using the latest technologies, but also has compliance needs that specify data must be stored in specific locations. Which cloud approach would best suit their needs? a. Public Cloud b. Multicloud c. On-premises infrastructure d. Hybrid Cloud - answer ✅✅Hybrid Cloud Which network performance metric describes the amount of data a network can transfer in a given amount of time? a. Latency b. Bandwidth c. Domain Name System (DNS) d. Fiber optics - answer ✅✅Bandwidth Which cloud computing service model offers a develop-and-deploy environment to build cloud applications?
c. BigQuery d. Cloud SQL - answer ✅✅Cloud SQL Data in the form of video, pictures, and audio recordings is well suited to object storage. Which product is best for storing this kind of data? a. Firestore b. Cloud Storage c. Cloud SQL d. BigQuery - answer ✅✅Cloud Storage What is generative Al? a. A type of artificial intelligence that can understand and respond to human emotions b. A type of artificial intelligence that can produce new content, including text, images, and audio c. A type of artificial intelligence that can make decisions and take actions d. A type of artificial intelligence that can create and sustain its own consciousness - answer ✅✅A type of artificial intelligence that can produce new content, including text, images, and audio Which of these is a generative Al use case? a. Self-driving cars b. Spam filtering c. Conversational bots d. Image recognition - answer ✅✅Conversational bots
Artificial intelligence is best suited for replacing or simplifying rule-based systems. Which is an example of this in action? a. Implementing Al to develop a new product or service that has never been seen before. b. Using Al to replace a human decision-maker in complex situations, such as those involving life-or-death choices. c. Using a reinforcement learning algorithm to train autonomous drones for package delivery. d. Training a machine learning model to predict a search result ranking. - answer ✅✅Training a machine learning model to predict a search result ranking. A travel company is in the early stages of developing a new application and wants to test it on a variety of configurations: different operating systems, processors, and storage options. What cloud computing option should they use? a. Containers b. A local development environment c. Colocation d. Virtual machine instances - answer ✅✅Virtual machine instances An ecommerce company is developing a new web application that will be used by customers to browse products, add items to their carts, and checkout. The company wants to deploy the application that is scalable and reliable, and that can handle a large number of concurrent users during peak periods. Should the company use GKE or Cloud Run to deploy the application? - answer ✅✅In this scenario, the e-commerce company should choose Cloud Run. Cloud Run is ideal for running applications that need to scale up and down quickly in response to traffic. This makes Cloud Run most suitable for simple and lightweight applications, such as web applications. It is also a good choice for companies that do not want to worry about managing infrastructure.
