This content explores various Google Cloud offerings and AI techniques designed to solve specific business challenges, ranging from data accessibility and AI development to content generation and customer support. It highlights how different tools and methodologies can be applied to improve efficiency, accuracy, and innovation within organizations.
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A grocery store chain has data in
several internal systems like sales,
inventory, and marketing.
Employees waste time searching these
systems for information on product
performance, stock, and campaign effectiveness.
effectiveness.
They need a central way to easily access
and understand data across these systems
for better decisions and efficiency.
Which Google Cloud offering should they
use? A Gemini for Google Workspace.
B Google agent space. C avertex AI
The correct answer is B. Google agent space.
A tech company has separate teams using
different tools for their machine
learning projects causing duplicated
work and scaling issues.
They need a central platform to manage
all their AI development, deployment,
and monitoring efficiently.
Which Google Cloud offering should they
use? Uh, cloud functions
B. Vertex AI
C. Google Agent Space D. BigQuery.
The correct answer is B. Vert.Ex AI
The correct answer is B. A Vert.Ex AI
A software company's AI chatbot
struggles to answer customer questions
about recently released features because
this information is not in its original
training data. Customers are getting
inaccurate answers, increasing support
agent workload.
The company wants the chatbot to use the
latest product documentation to give
accurate up-to-date responses without
retraining the entire model. Which
technique should they use?
uh finetuning
B prompt engineering
C retrieval augmented generation R A
the correct answer is C retrieve
a business analyst asks a generative AI
model about the quarterly revenue of a
small startup that recently entered the
market. The model confidently provides a
specific revenue figure and even
mentions a supposed press release
detailing the company's success.
However, after further investigation,
the analyst discovers that the startup
has not yet released any financial
reports and no such press release exists.
exists.
The information provided by the AI model
is entirely fabricated despite sounding plausible.
plausible.
Which type of large language model
limitation does this exemplify?
A bias,
B knowledge cut off, C data dependency,
A generative AI tool that answers
employee policy questions is providing
outdated and inaccurate information
causing confusion.
The company wants the tool to give
reliable answers based on the latest
official documents.
What should the organization do? Uh
fine-tune the underlying language model
with a broader data set of general
knowledge. B increase the temperature
setting of the language model. C.
Implement grounding techniques.
D. Reduce the token count parameter.
The correct answer is C. Implement
A sales team wants to create dynamic and
personalized video pitches for potential clients.
clients.
They receive client information in
various formats and need an AI model
that can transform this information into
engaging video content tailored to each
client's specific needs and challenges.
Which Google model should they use? A
Gemma B Gemini Cigan
Cigan Dio.
A growing retail company with fragmented
phone, email, and basic website chat
support needs a unified cloud solution.
They require integrated communication
channels, consistent customer
experiences, and scalable support that
ensures security and privacy.
Which Google Cloud offering should they
use? A Vertex AI platform,
B. Google Cloud contact center as a
service, C conversational AI,
D. A Vertex AI search. The correct
The correct answer is B. A Google Cloud
An organization is seeking to improve
how its employees access and use
internal company information scattered
across various systems.
They want to provide their knowledge
workers with tools that can understand
and use this data to enhance
productivity and decision-m.
What is a key benefit of using Google
cloud agent space in this scenario?
I agent space primarily focuses on
enhancing external customer engagement
through AI powered chat bots.
B agent space directly manages the
underlying infrastructure and hardware
required for AI model training.
C agent space allows employees to find
and use internal information more easily
by creating custom AI agents that can
access and understand data from various
enterprise sources.
D. Agent space is mainly designed for
building and deploying custom machine
learning models for predictive analytics.
analytics.
The correct answer is C. Agent space
allows employees to find and use
internal information more easily by
creating custom AI agents that can
access and understand data from various
enterprise sources.
Explanation Google Cloud agent space is
The correct answer is C. Agent Space
allows employees to find and use
internal information more easily by
creating custom AI agents that can
access and understand data from various
What is reinforcement learning? A
learning from labeled data with correct
output pairs.
Be a learning by identifying patterns in
unlabeled data. C learning through
interaction and feedback.
D learning by training on vast data to
generate new content.
The correct answer is C. Learning
A company is developing a system to
automatically categorize customer
support emails.
They have a collection of thousands of
past emails and each email has been
manually reviewed and tagged with a
category such as billing, inquiry,
technical support or feature request.
What type of data is this? A unlabeled
data, B labeled data, C structured data,
The correct answer is B.
What is the definition of a generative
AI gen AAI model? A. A physical device
that houses the hardware components of a
Gen AI system. B. A complex algorithm
trained on vast amounts of data to learn
patterns and relationships.
C. A user interface that allows users to
interact with a Gen AI system. D. A set
of rules and guidelines governing
responsible development and use of Gen AI.
The correct answer is B. A complex
algorithm trained on vast amounts of
data to learn patterns and relationships.
A video game company created a virtual
reality game with virtual characters
that can interact with users in a more
natural and intuitive way by using
gestures and facial expressions to communicate.
communicate.
What type of agent is this? A creative
agent. B a workflow agent.
C virtual assistant agent. D
The correct answer is D. A
A software company has developers who
need to write, review, debug, and
generate code from natural language
descriptions by using generative AI.
What type of agent is this? A data
analysis agent? B. A workflow agent.
C. Data agent.
DA code agent.
An advertising agency needs to quickly
create many different photorealistic
images from text descriptions for client
campaigns because traditional photooots
are too slow and costly.
The agency's goal is to generate
highquality visuals rapidly from text to
improve campaign speed and lower expenses.
expenses.
Which Google foundation model should be used?
used?
A Gemini,
B. Gemma,
C. AO,
A marketing team wants to use a
foundation model to create social media
and advertising campaigns.
They want to create written articles and
images from text. They lack deep AI
expertise and need a versatile solution.
Which Google foundation model should
they use? A. Gemma,
B. Ian,
C. Gemini, Dio.
A research scientist wants to use VO to
visualize live fluctuating data streams
on a real-time dashboard.
Why would VO be a poor choice for this
particular task? A VO generates videos
from static inputs like text or images
and cannot process or dynamically
visualize live data.
Be vio may lack specific scientific
visualization styles needed for accurate
data representation.
C. A video use for this scenario would
require too many computational resources.
resources.
DO is designed for short form video not
continuous longduration live data displays.
The correct answer is a VO generates
videos from static inputs like text or
images and cannot process or dynamically
A company sells custom-designed phone
cases on their website. How should Ian
be effectively used?
A to generate realistic images of phone
cases on devices from text descriptions
of designs.
B. To analyze customer feedback to
identify popular phone case design trends.
trends.
C to predict demand for different phone
case designs based on sales data. D. To
transcribe customer audio feedback on
prototypes of phone case designs.
The correct answer is A.
The correct answer is A. To generate
realistic images of phone cases on
devices from text descriptions of designs.
A company lacks extensive in-house
machine learning and AI expertise.
How does Google Cloud democratize AI? Uh
by offering exclusive access to its most
powerful AI models for high-spending clients.
clients.
By providing fully automated AI
solutions requiring no technical user input.
input.
C. By providing a comprehensive AI
platform with lowode/noodeode tools,
pre-trained models and easytouse APIs.
D by offering free custom AI solution
development and deployment for all
The correct answer is C. by providing a
comprehensive AI platform with
lowode/nood tools, pre-trained models,
A marketing team is brainstorming
creative ideas for a new social media campaign.
campaign.
They want to quickly generate various
taglines and initial post drafts to
explore different angles and messaging options.
options.
They need a Google Cloud pre-built
generative AI tool without additional
setup that allows for rapid content
creation and experimentation.
What should the team do? Uh, use
Notebook LM to upload past successful
campaigns and analyze their key elements.
elements.
B. Use Gemini for Google Workspace
within Google Slides to prepare a
presentation outlining their social
media campaign strategy.
C. Use the Gemini app to create taglines
and social media post drafts that align
with their campaign goals and target audience.
audience.
D. Create a custom gem in Gemini
Advanced with specific brand guidelines
Correct answer is C. Use the Gemini app
to create taglines and social media post
drafts that align with their campaign
A data science team needs a centralized
and organized location to store its
various model versions, track their
metadata, and easily deploy them to the
respective applications.
What Google Cloud service should they
use? A cloud storage,
B. Model registry,
C. BigQuery,
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