The Secret Of Google Cloud-Digital-Leader Pdf

NEW QUESTION 1

Your company provides car maintenance services. It is conducting an internal hackathon to identify new ideas that could expand their business. The teams have pitched different ideas and have started working on it. They have to present their application to the judges within 48 hours. A presentation alone is not enough; they have to demonstrate a working proof of concept. The team that you are mentoring is going to recommend additional ser-vices to drive in customers based on the brand of car they drive in. They need to be able to identify what brand of car the customer has, based on a photograph automatically taken at entry. They have already discovered an open source database of car images collected by online enthusiasts. How should they implement this solution?

• A. Use Deep Learning Containers that are preconfigured and optimized containers for deep learning environments.
• B. Use AutoML Image - upload the images and let it create a working model for you.
• C. Use TensorFlow to create a model that will identify the car brands; use the available data to train the model.
• D. Use Cloud Vision AI that is able to detect logo
• E. Write only the code to integrate in-to your workflow.

Answer: B

Explanation:

It would be most straightforward to use AutoML Image. Put the images in Cloud Storage, point to it from AutoML, and start the model building process.
Reference Link- https://cloud.google.com/automl

NEW QUESTION 2

Your organization needs to categorize objects in a large group of static images using machine learning. Which Google Cloud product or service should your organization use?

• A. BigQuery ML
• B. AutoML Video Intelligence
• C. Cloud Vision API
• D. AutoML Tables

Answer: C

Explanation:

Reference: https://cloud.google.com/vision
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre- trained Vision API models to detect emotion, understand text, and more.
Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.

NEW QUESTION 3

Your organization wants to be sure that is expenditures on cloud services are in line with the budget. Which two Google Cloud cost management features help your organization gain greater visibility into its cloud resource costs? (Choose two.)

• A. Billing dashboards
• B. Resource labels
• C. Sustained use discounts
• D. Financial governance policies
• E. Payments profile

Answer: AB

Explanation:


Description automatically generated with medium confidence
A label is a key-value pair that helps you organize your Google Cloud resources. You can attach a label to each resource, then filter the resources based on their labels. Information about labels is forwarded to the billing system, so you can break down your billed charges by label.
Reference link- https://cloud.google.com/cost-management

NEW QUESTION 4

An organization needs to store structured, semi-structured, and unstructured data in its raw, native format in the same repository.
Which cloud data management solution should the organization use?

• A. Data field
• B. Data lake
• C. Database
• D. Data warehouse

Answer: B

Explanation:
A data lake can store all types of data with no fixed limitation on account size or file and with no specific purpose defined yet. The data comes from disparate sources and can be structured, semi-structured, or even unstructured. Data-lake data can be queried as needed.
https://cloud.google.com/learn/what-is-a-data-lake
A data lake is a centralized repository designed to store, process, and secure large amounts of structured, semistructured, and unstructured data. It can store data in its native
format and process any variety of it, ignoring size limits.

NEW QUESTION 5

While on-premise, an enterprise had multiple teams, each with its own analytics data store. Attempts to converge the storage for centralized, company-wide analysis failed because of speed and scaling issues. What would be the preferred destination architecture on Google Cloud?

• A. Migrate to Bigtable which provides high throughput reads and writes.
• B. Migrate to Cloud Spanner as a globally scalable SQL database.
• C. Migrate to BigQuery as a central data warehouse.
• D. Migrate to Cloud SQL which supports multiple databases like MySQL, PostgreSQL, and SQL Server - all of the customer's SQL databases can be accommodated here.

Answer: C

Explanation:
BigQuery is the data warehousing option on Google Cloud. Since the source data has already been used for analysis, it should easily fit the BigQuery structure too.

NEW QUESTION 6

What cloud deployment model is generally deployed between organizations such as non- profits, hospitals or even enterprises that share similar requirements or interests?

• A. Hybrid
• B. Community
• C. Private
• D. Public

Answer: B

Explanation:
Community Cloud – The cloud infrastructure is planned for selective use by a particular community of consumers from organizations that have mutual interests like security needs, policy, and compliance considerations.
Reference link- https://csrc.nist.gov/glossary/term/community_cloud

NEW QUESTION 7

How can a streaming service meet global compliance requirements using the cloud?

• A. By automatically encrypting personally identifiable information
• B. By obtaining a business license to operate in a new market
• C. By allowing users to disable two-factor authentication
• D. By adhering only to data polices of the country in which the head office is registered

Answer: A

NEW QUESTION 8

An online retail organization wants to optimize their service.
What is an example of unstructured data that they can use to make decisions?

• A. Customer survey comments
• B. Seller location coordinates
• C. Product sales trends
• D. Warehouse inventory records

Answer: A

Explanation:
https://cloud.google.com/storage/docs/requester-pays

NEW QUESTION 9

Your Google Cloud Platform [GCP] admin has to manage a bunch of API keys for external services that are accessed by different applications, which are used by a few teams. What is the best way to manage them?

• A. Share the information in a Github repository and grant access to the repo in IAM asrequired.
• B. Store the information in Secret Manager and give IAM read permissions as re-quired.
• C. Store the information in Kubernetes Secrets and only grant read permissions to users as required.
• D. Encrypt the information and store it in Cloud Storage for centralized acces
• E. Give the decrypt key only to the users who need to access it.

Answer: B

Explanation:
Store the information in Secret Manager is a secure and convenient storage system for API keys, passwords, certificates, and other sensitive data. Secret Manager provides a central place and single source of truth to manage access, and audit secrets across Google Cloud.
https://cloud.google.com/secret-manager

NEW QUESTION 10

An organization wants to create a new application in the cloud to replace an existing on- premises application.
Which application modernization approach should the organization use?

• A. Move the application to the cloud, and then change it.
• B. Change their application, and then move it to the cloud.
• C. Invent in greenfield.
• D. Invent in brownfield.

Answer: D

Explanation:
This approach carries over as much custom components as possible from the source system and minimizes initial reengineering efforts.

NEW QUESTION 11

You have experimented with Google Cloud using your own credit card and expensed the costs to your company. Your company wants to streamline the billing process and charge the costs of your projects to their monthly invoice. What should you do?

• A. Grant the financial team the IAM role of €Billing Account User€ on the billing ac-count linked to your credit card.
• B. Change the billing account of your projects to the billing account of your company.
• C. Create a ticket with Google Billing Support to ask them to send the invoice to your company.
• D. Set up BigQuery billing export and grant your financial department IAM access to query the data.

Answer: B

Explanation:
To change the Cloud Billing account for a project, you need to be able to move a project from one Cloud Billing account to another. To accomplish this task, you need permissions adequate to unlink the project from the existing Cloud Billing account AND to link the project to the target Cloud Billing account. Roles with adequate permissions to perform this task: Project Owner or Project Billing Manager on the project, AND Billing Account Administrator or Billing Account User for the target Cloud Billing account
interface, text, application, email Description automatically generated
Reference link- https://cloud.google.com/billing/docs/how-to/modify-

NEW QUESTION 12

A large organization is struggling to manage their cloud costs effectively. They want to increase vis-ibility into cloud costs. Which cost management approach should the organization use?

• A. Establish a partnership between finance, technology, and business teams.
• B. Appoint a single person to monitor cloud spending across the organization.
• C. Review any cloud spending that exceeds the organization's error budget.
• D. Increase monitoring of on-premises infrastructure and services.

Answer: A

Explanation:
Because cross-team partnerships are part of the visibility cost management strategy.
https://wa.aws.amazon.com/wat.question.COST_1.en.html

NEW QUESTION 13

Firebase Hosting provides the following services-

• A. Dynamic content
• B. Static content.
• C. Microservices.
• D. All of the Above.

Answer: D

Explanation:
Firebase Hosting- Firebase Hosting provides fast and secure hosting for your web app, static and dynamic content, and microservices.
Firebase Hosting is production-grade web content hosting for developers. With a single command, you can quickly deploy web apps and serve both static and dynamic content to a global CDN (content delivery network). You can also pair Firebase Hosting with Cloud Functions or Cloud Run to build and host microservices on Firebase.
Key capabilities of Firebase Hosting:
Serve content over a secure connection:- The modern web is secure. Zero-configuration SSL is built into Firebase Hosting, so content is always delivered securely.
Host static and dynamic content plus microservices:- Firebase Hosting supports all kinds of content for hosting, from your CSS and HTML files to your Express.js microservices or APIs.
Deliver content fast: Each file that you upload is cached on SSDs at CDN edges around the world and served as gzip or Brotli. We auto-select the best compression method for your content. No matter where your users are, the content is delivered fast.

NEW QUESTION 14

Your customer has a reporting tool that is only occasionally used by the leadership team. Usage of it is frequent - once a week, once a month, or once the quarter. They want to run this application in a cost-effective manner. What are the compute options available on Google Cloud which would be suitable? (Choose Two answer)

• A. Cloud Run
• B. Cloud App Engine Standard
• C. Compute Engine
• D. Kubernetes Engine

Answer: AB

Explanation:
Since the use of the tool is infrequent/intermittent, you can choose to compute options that are serverless. Both Cloud Run and Cloud App Engine Standard are serverless options that can shut down to zero. Since cost-effectiveness is a requirement, this will not cost anything during the periods it is not used.

NEW QUESTION 15

In terms of Infrastructure as a Service (IaaS) what are the benefits of it?

• A. IaaS offers virtually infinite flexibility and scalability, enterprises can get their work done more efficiently, ensuring faster development life cycles.
• B. IaaS resources are regularly available to businesses when they need the
• C. As a result, enterprises reduce delays when expanding infrastructure and, alternatively, don’t waste resources by overbuilding capacity.
• D. IaaS resources are used on demand and enterprises only have to pay for the compute, storage, and networking resources that are actually used, IaaS costs are fairly predictable and can be easily contained and budgeted for.
• E. All of the Above

Answer: D

Explanation:
These are the feature of Infrastructure as a Service (IaaS) It’s economical
Because IaaS resources are used on demand and enterprises only have to pay for the compute, storage, and networking resources that are actually used, IaaS costs are fairly predictable and can be easily contained and budgeted for.
It’s efficient
IaaS resources are regularly available to businesses when they need them. As a result, enterprises reduce delays when expanding infrastructure and, alternatively, don’t waste resources by overbuilding capacity.
It boosts productivity
Because the cloud provider is responsible for setting up and maintaining the underlying physical infrastructure, enterprise IT departments save time and money and can redirect resources to more strategic activities.
It’s reliable
IaaS has no single point of failure. Even if any one component of the hardware resources fails, the service will usually still remain available.
It’s scalable
One of the biggest advantages of IaaS in cloud computing is the capability to scale the resources up and down rapidly according to the needs of the enterprise.
It drives faster time to market
Because IaaS offers virtually infinite flexibility and scalability, enterprises can get their work done more efficiently, ensuring faster development life cycles.

NEW QUESTION 16
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