What is Generative AI?

AI capable of generating new data

Why is synthetic data generation important in AI?

Real data is expensive and may have privacy concerns

What is the primary risk associated with Generative AI?

AI hallucinations and misinformation

What does RMSE (Root Mean Square Error) measure in regression models?

The average deviation between predicted and actual values

What is one way Generative AI can help in data preparation?

Automating data cleaning and transformation

What is the primary function of Large Language Models (LLMs)?

Processing and generating natural language text

Which of the following is a classification problem in supervised learning?

Determining whether an email is spam or not

studbud

GenAI_MCQ

12 termsStudBud Administration37 plays

For GenAI CET

Flashcards12 cardsFPractice quizPHost liveL

Questions 12

Answers

1
What is Generative AI?
AI used exclusively for cybersecurity
AI capable of generating new data
AI that automates repetitive tasks
AI that only analyzes historical data
2
Which tool is commonly used for Data Visualization with Generative AI?
Hadoop
TensorFlow
KNIME
Power BI with Co-Pilot
3
Why is synthetic data generation important in AI?
It makes data storage unnecessary
It reduces computing power requirements
Real data is expensive and may have privacy concerns
It eliminates the need for any data preparation
4
What is the primary risk associated with Generative AI?
Workforce reduction
High energy consumption
Slowed data processing
AI hallucinations and misinformation
5
What does RMSE (Root Mean Square Error) measure in regression models?
The accuracy of classification models
The average deviation between predicted and actual values
The error rate in categorical predictions
The processing speed of the model
6
Which of the following is NOT a Generative AI component?
Generative Adversarial Network (GAN)
Convolutional Neural Network (CNN)
Decision Trees
Reinforcement Learning
7
What is one way Generative AI can help in data preparation?
Reducing model inaccuracy
Automating data cleaning and transformation
Eliminating the need for structured data
Replacing the need for business intelligence tools
8
In the RISEN prompt framework, R stands for:
Role
Responsibility
Response
Rescue
9
Which of the following is NOT a phase in the Data Analytics Lifecycle?
Model Deployment
Data Visualization
Data Modelling
Neural Network Training
10
What is the primary function of Large Language Models (LLMs)?
Generating structured tabular data
Storing large volumes of training data
Processing and generating natural language text
Automating cybersecurity responses
11
Which of the following is a classification problem in supervised learning?
Predicting the sales revenue for next year
Forecasting stock prices
Estimating house prices based on square footage
Determining whether an email is spam or not
12
Which of the following is NOT a benefit of Generative AI in data visualization?
Improved accuracy
Faster insights
Scalability
Guaranteed perfect analysis

GenAI_MCQ Flashcards | StudBud