Artificial Intelligence Gen AI Gen AI Quiz Quiz Gen AI Basics Quiz 3 Data AI Admin October 10, 2024 Welcome to the Generative AI Basics Quiz 3! 🤖This quiz focuses on deepening your understanding of key generative AI topics, including GANs, VAEs, transformers, and diffusion models. Dive in and see how well you know Generative AI! ⏰ Time’s Up!The quiz has ended, and your responses have been automatically submitted. Let’s check your grasp of Generative AI! Generative AI Basics Quiz 3 This is the third quiz in the Generative AI Basics series. It contains 10 questions, including multiple-choice and true/false, to help you explore advanced concepts like GANs, VAEs, transformers, and diffusion models. Some questions may have more than one correct answer. 1 / 10 Which type of AI model is typically used to generate human-like dialogue in chatbots? Decision Trees Recurrent Neural Networks (RNN) Convolutional Neural Networks (CNN) Transformer-based models 2 / 10 Generative AI models like GPT-3 and DALL·E 2 are typically unsupervised or self-supervised learning models. False True 3 / 10 Which of the following models is NOT commonly used in Generative AI? Transformer models Diffusion models Variational Autoencoders (VAE) Linear regression 4 / 10 Which of the following is an advantage of using transformers in Generative AI tasks? They cannot work with large datasets They handle sequential data efficiently They rely heavily on RNNs They can parallelize computations 5 / 10 Which of the following are common tasks for Generative AI models? Data augmentation Sentiment analysis Text generation Image classification 6 / 10 Generative Adversarial Networks (GANs) consist of two networks known as the generator and discriminator. False True 7 / 10 Diffusion models gradually add noise to data and then learn to reverse this process to generate new samples. True False 8 / 10 What is the primary goal of a Variational Autoencoder (VAE)? To classify images based on predefined categories To generate new data by learning a latent representation of the input To perform reinforcement learning tasks To improve the accuracy of decision trees 9 / 10 What is a key challenge when training GANs? Mode collapse Lack of training data Overfitting Exploding gradients 10 / 10 GPT (Generative Pre-trained Transformer) is an example of a deep learning model for generating structured data like SQL queries. False True Your score isThe average score is 60% 0% Restart quiz Share this… Whatsapp Linkedin Facebook Twitter Gmail Related Tags: Gen AI, Gen AI Quiz, Quiz Continue Reading Previous Databases Basics Quiz 3Next Gen AI Medium Level Quiz 4 More Stories Artificial Intelligence AI Agent : A Personalized Chatbot Using LangGraph and LangChain balugorad April 8, 2025 Artificial Intelligence Deep Learning Gen AI Machine Learning Natural Language Processing Projects Technology DriveXpert AI Assistant : Users quickly solve their car-related queries balugorad January 15, 2025 Artificial Intelligence Open Source vs Paid Large Language Models (LLMs): A Strategic Comparison balugorad January 15, 2025 Leave a Reply Cancel replyYou must be logged in to post a comment.
