Cloud Digital Leader

Which item describes a goal of an organization seeking digital transformation? - Break down data silos and generate real time insights. - Reduce emissions by using faster networks in their on-premises workloads. - Streamline their hardware procurement process to forecast at least a quarter into the future. - Ensure better security by decoupling teams and their data

- Break down data silos and generate real time insights.

An organization wants to ensure they have redundancy of their resources so their application remains available in the event of a disaster. How can they ensure this happens? - Using the edge network to cache the whole application image in a backup. - By assigning a different IP address to each resource. - By putting resources in different zones. - By putting resources in the Domain Name System (DNS).

- By putting resources in different zones.

Select the two capabilities that form the basis of a transformation cloud? Select two correct answers. - Collaboration cloud ensures that the device a user connects with only works on the corporate network. - Sustainable cloud ensures the costs of cloud resources are controlled to prevent budget overrun. - A trusted cloud gives control of all resources to the user to ensure high availability at all times. - Data cloud provides a unified solution to manage data across the entire data lifecycle. - Open infrastructure gives the freedom to innovate by running applications in the place that makes the most sense.

- Data cloud provides a unified solution to manage data across the entire data lifecycle. - Open infrastructure gives the freedom to innovate by running applications in the place that makes the most sense.

Google's AI principles are a set of guiding values that help develop and use artificial intelligence responsibly. Which of these is one of Google's AI principles? - AI should be made available for any use. - AI should be accountable to other machines. - AI should create or reinforce unfair bias. - AI should be socially beneficial.

AI should be socially beneficial.

A solar energy company wants to analyze weather data to better understand the seasonal impact on their business. On which platform could they find free-to-use weather datasets?

Google Cloud Marketplace

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?

Hybrid Cloud

An organization has made significant investments in their own infrastructure and has regulatory requirements for their data to be hosted on-premises. Which cloud implementation would best suit their needs?

Private Cloud

What are the two services that BigQuery provides?

Storage and analytics

Which data type is highly organized and well-defined?

Structured data

An online retailer uses a smart analytics tool to ingest real-time customer behavior data to surface the best suggestions for particular users. How can machine learning guide this activity? - Machine learning can be used to make all users see the same product recommendations, regardless of their preferences or behavior. - Through machine learning, with every click that the user makes, their website experience becomes increasingly personalized. - Through machine learning, a user's credit card transactions can be analyzed to determine regular purchases. - Machine learning can help identify user behavior in real time, but cannot make personalized suggestions based on the data.

Through machine learning, with every click that the user makes, their website experience becomes increasingly personalized.

What is the process of setting internal data policies and ensuring compliance with external standards

data governance

Select the two capabilities that form the basis of a transformation cloud? Select two correct answers. - Data cloud provides a unified solution to manage data across the entire data lifecycle. - Collaboration cloud ensures that the device a user connects with only works on the corporate network. - Sustainable cloud ensures the costs of cloud resources are controlled to prevent budget overrun. - A trusted cloud gives control of all resources to the user to ensure high availability at all times. - Open infrastructure gives the freedom to innovate by running applications in the place that makes the most sense.

- Data cloud provides a unified solution to manage data across the entire data lifecycle. - Open infrastructure gives the freedom to innovate by running applications in the place that makes the most sense.

A financial services organization has bank branches in a number of countries, and has built an application that needs to run in different configurations based on the local regulations of each country. How can cloud infrastructure help achieve this goal? - Reliability of the infrastructure availability. - Total cost of ownership of the infrastructure. - Flexibility of infrastructure configuration. - Scalability of infrastructure to needs.

- Flexibility of infrastructure configuration.

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? - Organizations risk losing market leadership if they spend too much time on digital transformation. - Focusing on 'how' they operate can prevent organizations from seeing transformation opportunities. - Focusing on 'why' they operate can lead to inefficient use of resources and disruption. - Embracing new technology can cause organizations to overspend on innovation.

- Focusing on 'how' they operate can prevent organizations from seeing transformation opportunities.

An organization has a new application, and user subscriptions are growing faster than on-premises infrastructure can handle. What benefit of the cloud might help them in this situation? - It's secure, so the organization won't have to worry about the new subscribers data. - It's scalable, so the organization could shorten their infrastructure deployment time. - It provides physical access, so the organization can deploy servers faster. - It's cost effective, so the organization will no longer have to pay for computing once the app is in the cloud.

- It's scalable, so the organization could shorten their infrastructure deployment time.

What is the benefit of implementing a transformation cloud that is based on open infrastructure? - On-premises software isn't open source, so cloud applications are more portable. - Open source software reduces the chance of vendor lock-in. - Open standards make it easier to hire more developers. - Open source software

- Open source software reduces the chance of vendor lock-in.

What is seen as a limitation of on-premises infrastructure, when compared to cloud infrastructure? - Scaling processing is too difficult due to power consumption. - The on-premises hardware procurement process can take a long time. - The on-premises networking is more complicated. - Maintenance workers do not have

- The on-premises hardware procurement process can take a long time.

An organization has shifted from a CapEx to OpEx based spending model. Which of these statements is true? - Hardware procurement is done by a centralized team. - They will only pay for what they use. - They will only pay for what they forecast. - Budgeting will only happen on an annual basis.

- They will only pay for what they use.

What is the cloud?

A metaphor for a network of data centers

What is the cloud? - A metaphor for the networking capability of internet providers. - A metaphor for a network of data centers. - A Google product made up of on-premises IT infrastructure. - A Google product for computing large amounts of data.

A metaphor for a network of data centers.

A car insurance company has a large database that stores customer details, including the vehicles they own and past claims. The structure of the database means that information is stored in tables, rows, and columns. What type of database is this?

A relational database

Google applies generative AI to products like Google Workspace, but what is generative AI? - A type of artificial intelligence that can make decisions and take actions. - A type of artificial intelligence that can understand and respond to human emotions. - A type of artificial intelligence that can produce new content, including text, images, audio, and synthetic data. - A type of artificial intelligence that can create and sustain its own consciousness.

A type of artificial intelligence that can produce new content, including text, images, audio, and synthetic data.

New cloud tools make it possible to harness the potential of unstructured data. Which of these use cases best demonstrates this? - Analyzing historical sales figures to predict future trends - Creating visualizations from seasonal weather data - Using GPS coordinates to power a ride-sharing app - Analyzing social media posts to identify sentiment toward a brand

Analyzing social media posts to identify sentiment toward a brand

Which option refers to the use of technologies to build machines and computers that can mimic cognitive functions associated with human intelligence? - Deep learning - Machine learning - Artificial intelligence - Natural language processing

Artificial intelligence

Which network performance metric describes the amount of data a network can transfer in a given amount of time?

Bandwidth

What is Google Cloud's modern and serverless data warehousing solution?

BigQuery

What is Google's big data database service that powers many core Google services, including Google Search, Google Analytics, Google Maps Platform, and Gmail? - Cloud SQL - Cloud Storage - Bigtable - Spanner

Bigtable

Which item describes a goal of an organization seeking digital transformation? - Reduce emissions by using faster networks in their on-premises workloads. - Ensure better security by decoupling teams and their data. - Break down data silos and generate real time insights. - Streamline their hardware procurement process to forecast at least a quarter into the future.

Break down data silos and generate real time insights.

Which is the best SQL-based storage option for a transactional workload that requires local or regional scalability? - Spanner - Cloud Storage - Bigtable - Cloud SQL

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?

Cloud Storage

A data analyst for an online retailer must produce a sales report at the end of each quarter. Which Cloud Storage class should the retailer use for data accessed every 90 days?

Coldline

Which is a repository designed to ingest, store, explore, process, and analyze any type or volume of raw data, regardless of the source? - Data warehouse - Data lake - Database - Data archive

Data Lake

How do data analytics and business intelligence differ from AI and ML? - Data analytics and business intelligence involve advanced algorithms for predicting future trends, whereas AI and ML focus on processing historical data. - Data analytics and business intelligence identify trends from historical data, whereas AI and ML use data to make decisions for future business. - Data analytics and business intelligence use automated decision-making processes, whereas AI and ML require human intervention and interpretation of data. - Data analytics and business intelligence are used only in small businesses, whereas AI and ML are used exclusively by large corporations.

Data analytics and business intelligence identify trends from historical data, whereas AI and ML use data to make decisions for future business.

Which step in the data value chain is where collected raw data is transformed into a form that's ready to derive insights from?

Data processing

BigQuery works in a multicloud environment. How do organizations benefit from this feature? - BigQuery lets organizations save costs by limiting the number of cloud providers they use. - Data teams can eradicate data silos by analyzing data across multiple cloud providers. - Multicloud support in BigQuery is only intended for use in disaster recovery scenarios. - Security is more effective when BigQuery is run in on-premises environments.

Data teams can eradicate data silos by analyzing data across multiple cloud providers.

Which Google Cloud product can be used to synchronize data across databases, storage systems, and applications? - Pub/Sub - Datastream - Dataproc - Dataprep

Datastream

What does ETL stand for in the context of data processing?

Extract, transform, and load

What represents the proprietary customer datasets that a business collects from customer or audience transactions and interactions?

First-party data

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? - Organizations risk losing market leadership if they spend too much time on digital transformation. - Embracing new technology can cause organizations to overspend on innovation. - Focusing on 'why' they operate can lead to inefficient use of resources and disruption. - Focusing on 'how' they operate can prevent organizations from seeing transformation opportunities.

Focusing on 'how' they operate can prevent organizations from seeing transformation opportunities.

Which characteristic is true for all Cloud Storage classes? - Accessibility only within one region - Maximum storage limits - High latency and low durability - Geo-redundancy if data is stored in a multi-region or dual-region

Geo-redundancy if data is stored in a multi-region or dual-region

Which use case demonstrates ML's ability to process natural language? - Identifying the artist, title, or genre of a song to create playlists based on the user's listening habits. - Detecting people and objects in surveillance footage to use as evidence in criminal cases. - Identifying the topic and sentiment of customer email messages so that they can be routed to the relevant department. - Segmenting images into different parts or regions to extract information, such as the text on a sign.

Identifying the topic and sentiment of customer email messages so that they can be routed to the relevant department.

Which statement is true about Dataflow? - It's a messaging service for receiving messages from various device streams. - It handles infrastructure setup and maintenance for processing pipelines. - It's a cloud-based data warehouse for storing and analyzing streaming and batch data. - It allows easy data cleaning and transformation through visual tools and machine learning-based suggestions.

It handles infrastructure setup and maintenance for processing pipelines.

What feature of Looker makes it easy to integrate into existing workflows and share with multiple teams at an organization? - It creates easy to understand visualizations. - It's cost effective. - It's 100% web based. - It supports over 60 different SQL databases.

It's 100% web based.

An organization has a new application, and user subscriptions are growing faster than on-premises infrastructure can handle. What benefit of the cloud might help them in this situation? - It's cost effective, so the organization will no longer have to pay for computing once the app is in the cloud. check - It's scalable, so the organization could shorten their infrastructure deployment time. - It provides physical access, so the organization can deploy servers faster. - It's secure, so the organization won't have to worry about the new subscribers data.

It's scalable, so the organization could shorten their infrastructure deployment time.

Which strategy describes when databases are migrated from on-premises and private cloud environments to the same type of database hosted by a public cloud provider?

Lift and shift

What Google Cloud business intelligence platform is designed to help individuals and teams analyze, visualize, and share data?

Looker

Which technology relies on models to analyze large amounts of data, learn from the insights, and then make predictions and informed decisions?

Machine learning

What is the benefit of implementing a transformation cloud that is based on open infrastructure? - Open standards make it easier to hire more developers. - Open source software reduces the chance of vendor lock-in. - On-premises software isn't open source, so cloud applications are more portable. - Open source software makes it easier to patent proprietary software.

Open source software reduces the chance of vendor lock-in.

You're watching a video on YouTube and are shown a list of videos that YouTube thinks you are interested in. What ML solution powers this feature? - Video transcription - Content moderation - Clickbait detection - Personalized recommendations

Personalized recommendations

An organization has made significant investments in their own infrastructure and has regulatory requirements for their data to be hosted on-premises. Which cloud implementation would best suit their needs? - Platform as a service - Software as a service - Public Cloud - Private Cloud

Private Cloud

What is Google Cloud's distributed messaging service that can receive messages from various device streams such as gaming events, Internet of Things (IoT) devices, and application streams?

Pub/Sub

Which would be the best SQL-based storage option for a transactional workload that requires global scalability? - Bigtable - Cloud SQL - Firestore - Spanner

Spanner

Streaming analytics is the processing and analyzing of data records continuously instead of in batches. Which option is a source of streaming data? - Medical test results - Payroll records - Customer email addresses - Temperature sensors

Temperature sensors

What is seen as a limitation of on-premises infrastructure, when compared to cloud infrastructure? - Maintenance workers do not have physical access to the servers. - Scaling processing is too difficult due to power consumption. - The on-premises networking is more complicated. - The on-premises hardware procurement process can take a long time.

The on-premises hardware procurement process can take a long time.

Artificial intelligence is best suited for replacing or simplifying rule-based systems. Which is an example of this in action? - Using AI to replace a human decision-maker in complex situations, such as those involving life-or-death choices. - Using a reinforcement learning algorithm to train autonomous drones for package delivery. - Implementing AI to develop a new product or service that has never been seen before. - Training a machine learning model to predict a search result ranking.

Training a machine learning model to predict a search result ranking.

Which dimension for measuring data quality means that the data conforms to a set of predefined standards and definitions such as type and format?

Validity

Define digital transformation.

When an organization uses new digital technologies to create or modify business processes, culture, and customer experiences.

Select the definition of digital transformation. - When an organization uses new digital technologies to create or modify financial models for how a business is run. - When an organization uses new digital technologies to create or modify on-premises business processes. close - When an organization uses new digital technologies to create or modify technology infrastructure to focus on cost saving. - When an organization uses new digital technologies to create or modify business processes, culture, and customer experiences.

When an organization uses new digital technologies to create or modify business processes, culture, and customer experiences.

What does the consistency dimension refer to when data quality is being measured? - Whether the data is up-to-date and reflects the current state of the phenomenon that is being modeled. - Whether a dataset is free from duplicate values that could prevent an ML model from learning accurately. - Whether all the required information is present. - Whether the data is uniform and doesn't contain any contradictory information.

Whether the data is uniform and doesn't contain any contradictory information.