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 Diffusion models gradually add noise to data and then learn to reverse this process to generate new samples. False True 2 / 10 Which of the following are common tasks for Generative AI models? Image classification Sentiment analysis Text generation Data augmentation 3 / 10 Generative AI models like GPT-3 and DALL·E 2 are typically unsupervised or self-supervised learning models. True False 4 / 10 What is a key challenge when training GANs? Exploding gradients Lack of training data Overfitting Mode collapse 5 / 10 Which of the following is an advantage of using transformers in Generative AI tasks? They rely heavily on RNNs They can parallelize computations They handle sequential data efficiently They cannot work with large datasets 6 / 10 Which type of AI model is typically used to generate human-like dialogue in chatbots? Transformer-based models Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Decision Trees 7 / 10 What is the primary goal of a Variational Autoencoder (VAE)? To improve the accuracy of decision trees To perform reinforcement learning tasks To generate new data by learning a latent representation of the input To classify images based on predefined categories 8 / 10 Which of the following models is NOT commonly used in Generative AI? Variational Autoencoders (VAE) Diffusion models Transformer models Linear regression 9 / 10 Generative Adversarial Networks (GANs) consist of two networks known as the generator and discriminator. True False 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 Gen AI Quiz Quiz Gen Ai Advanced Quiz 8 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Advanced Quiz 7 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Medium Level Quiz 6 Pradip Devkar December 10, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
