Generative AI - E0-SP Assessment Questions and Answers | Foundational Generative AI Course ID 80302
Welcome to our channel! In this video, we explore various aspects of Mastering Generative AI: E0-SP Assessment Questions and Answers:
What is one challenge related to the interpretability of generative AI models? (Answer: Models often function as "black boxes.")
What purpose do Fairness Measures serve in AI product development? (Answer: To ensure equal treatment across diverse user groups.)
What challenge does generative AI face with respect to data? (Answer: Both A and B - Access to high-quality data and overfitting on low-quality data.)
What is the difference between Generative AI and predictive AI? (Answer: Generative AI creates new content, while predictive AI classifies existing content.)
What is the main goal of Generative AI? (Answer: Generating new data similar to training data.)
What is a key feature of generative AI? (Answer: Generating new data similar to training data.)
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You need to create a chatbot for your website that can answer customer queries in real time. Which AI approach would you use? (Answer: Generative AI.)
What are the types of data? (Answer: Both Structured & Unstructured.)
What is chain-of-thought prompting? (Answer: Asking a series of related questions to guide the model.)
Which of the following is NOT a strategy used in prompt engineering? (Answer: Adding irrelevant information to the prompt.)
What does the principle of fairness in Generative AI entail? (Answer: Ensuring equitable treatment and addressing biases in outputs.)
What is the goal of using context in a prompt? (Answer: To improve the model's understanding and response quality.)
Categorize ML Problem: Analyze a Traffic Light image to find the signal - Red or Green or Amber (Answer: Classification.)
What is one of the key challenges faced by Generative AI models in terms of consistency? (Answer: Producing unrealistic outputs.)
Which principle emphasizes the need to collect data from a variety of sources and demographics? (Answer: Data Diversity.)
What is the purpose of the General Data Protection Regulation (GDPR)? (Answer: To ensure personal data protection and privacy.)
True or False: Large Language Models are a subset of Foundation Models (Answer: TRUE.)
Pre-Trained Multi Task Generative AI Models are called: (Answer: Foundation Models.)
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