The provided text is a collection of questions and answers related to Google Cloud's AI and machine learning offerings, covering data ingestion, chatbot development, generative AI use cases, platform selection, and AI agent functionalities.
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A company has a machine learning project
that involves diverse data types like
streaming data and structured databases.
How does Google Cloud support data
gathering for this project?
A Google Cloud provides tools such as
pub/sub cloud storage and cloud SQL.
B. The Gemini app is the primary Google
Cloud tool for directly collecting data.
C. Google Cloud strengths are in the
data analysis tools such as BigQuery.
D. Google Cloud relies on Vertex AI to
Correct answer A. Google Cloud provides
tools such as pub/sub cloud storage and
A company is developing a conversational
AI chatbot.
They need to ensure the chatbot can
engage in human-like conversations and
provide accurate information.
What should they do to enhance the
chatbot's ability to understand and
respond effectively to user prompts? Uh,
use prompt engineering techniques like
fshot prompting to provide the chatbot
with examples of successful interactions.
interactions.
B. Limit the chatbot's training data to
prevent it from learning irrelevant information.
information.
C. Use strict keyword matching to ensure
that the chatbot only responds to
specific commands.
D. Lower model temperature setting to
produce more consistent and predictable responses.
Correct answer A. Use prompt engineering
techniques like fshot prompting to
provide the chatbot with examples of
A highly regulated financial institution
wants to use Gemini as the core decision
engine for a loan approval system that
will deterministically approve or reject
loan applications based on a strict set
of predefined criteria.
Why is this an inappropriate use case
for Gemini? Uh Gemini cannot integrate
with required financial databases.
B Gemini is not equipped to handle
structured numerical data for financial assessments.
assessments.
C Gemini is designed for flexible
content generation and inference, not
rigid rule-based decisions.
D. Gemini deployment for this scenario
Correct answer C. Gemini is designed for
flexible content generation and
inference, not rigid rule-based decisions.
A company wants a generative AI platform
that provides the infrastructure, tools,
and pre-trained models needed to build,
deploy, and manage its generative AI solutions.
solutions.
Which Google Cloud offering should the
company use? A Google Cloud Storage,
B. Google Kubernetes Engine, GKE,
C. The Vertex AI,
A software development team wants to use
generative AI, Gen AI, to code faster so
they can launch their software prototype
quicker. What should the team do? A use
Gen AI to identify potential bugs and
security vulnerabilities in their code.
B use Gen AI to refactor and optimize
existing code. C use Gen AI to
automatically generate comprehensive
documentation for their code. D. Use Gen
AI to suggest code snippets and complete functions.
A company wants to create an AI powered
educational solution that provides
personalized learning experiences for students.
students.
This platform will assess a students
knowledge, recommend relevant learning
materials, and generate personalized exercises.
exercises.
The application would provide the
structure for lessons and track progress.
progress.
What type of AI solution should they
use? A, a learning management system, LMS.
LMS.
B. An AI powered recommendation system
for learning resources.
C. A customized learning agent.
D. A large language model fine-tuned on
Correct answer C. A customized learning agent.
A company's development team is eager to
start building generative AI solutions
with Google Cloud, but has limited
experience in AI development.
They need to launch their Gen AI
solution quickly.
What Google Cloud benefit would help the
company achieve their goal? A Google
Cloud's pre-trained models and low and
no code AI tools and services.
B. Google Cloud's comprehensive training
materials and tutorials to help developers.
developers.
C. Google Cloud's collaborative AI
community and support forums connect
developers with AI experts.
D. Google Cloud's focus on continuous
improvement provides access to the
latest AI tools. features and best practices.
Correct answer A. Google Cloud's
pre-trained models and low and no code
What will Google Cloud's agent assist
help a company achieve?
A the ability to analyze conversational
data to identify customer sentiment,
common topics of discussion and insights
into agent performance and customer experience.
experience.
B. The infrastructure to provide an
enterprisegrade contact center solution
with omni channel support, routing, and
integration with CRM systems.
C. The ability to provide real-time
assistance and recommended responses to
live customer service agents during
their interactions.
D. The ability to build and deploy
deterministic and generative chatbot
Correct answer C. The ability to provide
real-time assistance and recommended
responses to live customer service
What is a primary benefit of using a
multi- aent system?
A to manage complex tasks that demand
coordinated AI functions.
B to consolidate all unique AI functions
into a single undifferentiated model. C
to serve as a platform for hosting
traditional non-AI applications.
D to simplify the most basic and
Correct answer A. to manage complex
tasks that demand coordinated AI functions.
A logistics company wants to use a
generative AI Gen AI agent to
automatically check real-time inventory
levels across its warehouses and adjust
delivery schedules.
The Gen AI agent needs access to
internal inventory data. They want the
most cost-effective solution.
What should the organization do? Uh,
build a custom API instead of using the
Gen AI agent. B, use pre-built Gen AI
chat bots for inventory questions.
C, use Vertex AI Studio to fine-tune a
model with sample inventory data. D. Use
Google Cloud databases and Vertex AI for
Answer D. Use Google Cloud databases and
Vertex AI for the agent to get live data.
A large multinational corporation with
geographically dispersed teams struggles
with knowledge silos and inconsistent
access to crucial internal information.
What is a key business benefit of using
Google agent space in this scenario? Options.
Options.
A. Improved IT infrastructure management
across offices.
B. Seamless knowledge sharing and
collaboration across internal systems.
C. Enhanced data encryption and
compliance for internal communications.
D. Automation of employee performance
Answer B. Seamless knowledge sharing and
An organization needs an AI tool to
analyze and summarize lengthy customer
feedback text transcripts.
You need to choose a Google foundation
model with a large context window. What
foundation model should the organization choose?
choose? Options:
Options:
A Gemini,
B. Code Gemma,
A human resources team is implementing a
new generative AI application to assist
the department in screening a large
volume of job applications.
They want to ensure fairness and build
trust with potential candidates.
What should the team prioritize? options.
options.
A, integrating the AI application with
various job boards to maximize candidate reach.
reach.
B, focusing on minimizing the processing
time for each application to improve efficiency.
efficiency.
C, ensuring AI operates transparently,
especially regarding application
evaluation and data usage.
D, ensuring that the AI application can
automatically rank all candidates
C. Ensuring AI operates transparently
especially regarding application
A human resources department deploys a
generative AI genai model to screen job
applications and provide a short list of
candidates to recruiters.
Recruiters notice that some seemingly
qualified candidates are consistently
being overlooked, but the AI provides no
explanation for its rankings or exclusions.
exclusions.
The company needs to address this lack
of transparency.
What should they do? Uh, collect a
larger and more diverse data set for the
Gen AI model. B, fine-tune the Gen AI
model. C, implement explainable Gen AI policies.
policies.
D. Develop fairness assessments for the
Correct answer C. Implement explainable
A company is evaluating the use of large
language models LLMs to enhance its
operations and customer interactions.
What is a primary characteristic of LLMs?
LLMs?
LLMs excel in highly specific technical
tasks requiring deep singular domain expertise.
expertise.
B LLMs learn and generalize effectively
from small data sets for niche applications.
applications.
C LLMs have strong inherent logical
reasoning and problem solving abilities
without extra prompting.
DLLM are trained on vast data sets
enabling broad language and context
understanding and adaptability across
Correct answer D. LLMs are trained on
vast data sets, enabling broad language
and context understanding and
An AI robot learns optimal package
delivery routes in a city.
It receives positive scores for fast
successful deliveries and negative
scores for delays or failures.
Through this feedback, the robot
improves its navigation over time. What
type of machine learning is being used
to train the robot. A supervised
learning, B. Deep learning, C.
Unsupervised learning, D reinforcement learning.
Correct answer D. Reinforcement learning.
A company wants to use generative AI,
Gen AI, to automate complex workflows
and improve decision-m across its
various departments.
They are considering implementing AI
agents as a key component of their strategy.
strategy.
What is the primary function of an AI
agent in a Gen AI system?
uh to provide the computing power for
training and running advanced AI models.
B to be the user interface for
interacting with AI models.
C to be a smart system that can analyze,
use tools, and make decisions to reach goals.
goals.
D to be a central storage place for the
The correct answer is C. To be a smart
system that can analyze, use tools, and
An advertising agency needs to quickly
generate many photorealistic images from
text for client campaigns. Because
traditional photooots are slow and
costly, they want to rapidly create
high-quality visuals from text and
reduce expenses.
Which Google foundation model should
they use? A Gemini,
B. Gemma,
C AO,
A company is planning to integrate
generative AI into its operations but is
wary of becoming dependent on a single
technology provider.
They prioritize the ability to choose
and integrate different AI tools and
platforms as their needs evolve. Which
inherent characteristic of Google Cloud
would address this concern
of Google Cloud's emphasis on an open
approach within its AI offerings?
B. Google Cloud's commitment to tightly
integrated proprietary AI solutions.
C. Google Cloud strategy prioritizing
fully managed AI services that simplify
the user experience.
D Google Cloud's primary focus on
The correct answer is a Google Cloud's
emphasis on an open approach within its
A consulting research team needs to
analyze multiple lengthy reports and
documents to find key trends and make
client recommendations.
They require a method to quickly
understand each document's core
findings, link information across
sources, and efficiently organize
insights for their report. Manual
methods are too slow and complex.
Which Google Cloud offering should they
use? A Notebook LM, B. Gemini app, C. A
Vertex AI search, D. Gemini for Google Workspace.
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