Practice Free D-GAI-F-01 Exam Online Questions
What is the significance of parameters in Large Language Models (LLMs)?
- A . Parameters are used to parse image, audio, and video data in LLMs.
- B . Parameters are used to decrease the size of the LLMs.
- C . Parameters are used to increase the size of the LLMs.
- D . Parameters are statistical weights inside of the neural network of LLMs.
A startup is planning to leverage Generative Al to enhance its business.
What should be their first step in developing a Generative Al business strategy?
- A . Investing in talent
- B . Risk management
- C . Identifying opportunities
- D . Data management
What is the purpose of adversarial training in the lifecycle of a Large Language Model (LLM)?
- A . To make the model more resistant to attacks like prompt injections when it is deployed in production
- B . To feed the model a large volume of data from a wide variety of subjects
- C . To customize the model for a specific task by feeding it task-specific content
- D . To randomize all the statistical weights of the neural network
A team is looking to improve an LLM based on user feedback.
Which method should they use?
- A . Adversarial Training
- B . Reinforcement Learning through Human Feedback (RLHF)
- C . Self-supervised Learning
- D . Transfer Learning
In Transformer models, you have a mechanism that allows the model to weigh the importance of each element in the input sequence based on its context.
What is this mechanism called?
- A . Feedforward Neural Networks
- B . Self-Attention Mechanism
- C . Latent Space
- D . Random Seed
In a Generative Adversarial Network (GAN), you have a network that evaluates whether the data generated by the other network is real or fake.
What is this evaluating network called?
- A . Generator
- B . Decoder
- C . Discriminator
- D . Encoder
A company wants to use Al to improve its customer service by generating personalized responses to customer inquiries.
Which of the following is a way Generative Al can be used to improve customer experience?
- A . By generating new product designs
- B . By automating repetitive tasks
- C . By providing personalized and timely responses through chatbots
- D . By reducing operational costs
A company is implementing governance in its Generative Al.
What is a key aspect of this governance?
- A . Transparency
- B . User interface design
- C . Speed of deployment
- D . Cost efficiency
What is the first step an organization must take towards developing an Al-based application?
- A . Prioritize Al.
- B . Develop a business strategy.
- C . Address ethical and legal issues.
- D . Develop a data strategy.
A company is considering using deep neural networks in its LLMs.
What is one of the key benefits of doing so?
- A . They can handle more complicated problems
- B . They require less data
- C . They are cheaper to run
- D . They are easier to understand