What is Generative AI?

• AI that focuses on analyzing data
• AI that generates new content or data
• AI used for automating repetitive tasks
• AI used for data storage

What is a Generative Adversarial Network (GAN)?

• A network for data analysis
• A type of neural network architecture for generative modeling
• A network for fast data processing
• A network for data encryption

Which language is more commonly used in data science ?

• Java
• Ruby
• R
• None of the above

Which of the following approach should be asked for solving data analysis questions?

• Find one solution for particular problem
• Find out the question to be answered
• Find out answers from dataset without asking questions
• All of the above

Raw data should be processed only one time

• True
• False

What is 'Variational Autoencoder' (VAE)?

• A data encryption tool
• A type of autoencoder used for data compression
• A generative model that uses probabilistic encoders and decoders
• A model for visual data only

What is 'BERT' in Generative AI?

• A type of neural network for regression analysis
• A database management system
• A state-of-the-art language representation model
• A data visualization tool

What is 'Fine-tuning' in the context of machine learning models?

• Adjusting the parameters of a network to improve performance
• Reducing the size of a model
• ncreasing the speed of model training
• Changing the model's architecture

What is Ollama?

• A platform for managing data
• A tool for running LLMs locally on a computer
• A cloud-based image processing service
• A text-to-speech engine

What advantage does running an LLM locally using Ollama provide?

• Reduced response time
• Lower computing cost compared to cloud services
• Better scalability for large datasets
• Higher accuracy in model predictions