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 Generative Adversarial Networks (GANs) consist of two networks known as the generator and discriminator. True False 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 are common tasks for Generative AI models? Data augmentation Sentiment analysis Image classification Text generation 4 / 10 GPT (Generative Pre-trained Transformer) is an example of a deep learning model for generating structured data like SQL queries. False True 5 / 10 Which of the following models is NOT commonly used in Generative AI? Diffusion models Linear regression Variational Autoencoders (VAE) Transformer models 6 / 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 cannot work with large datasets They handle sequential data efficiently 7 / 10 Which type of AI model is typically used to generate human-like dialogue in chatbots? Recurrent Neural Networks (RNN) Convolutional Neural Networks (CNN) Transformer-based models Decision Trees 8 / 10 What is the primary goal of a Variational Autoencoder (VAE)? To generate new data by learning a latent representation of the input To perform reinforcement learning tasks To improve the accuracy of decision trees To classify images based on predefined categories 9 / 10 What is a key challenge when training GANs? Mode collapse Overfitting Lack of training data Exploding gradients 10 / 10 Diffusion models gradually add noise to data and then learn to reverse this process to generate new samples. True False 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 Natural Language Processing Quiz Quiz NLP Medium Quiz 5 Pradip Devkar November 7, 2024 Natural Language Processing Quiz Quiz NLP Medium Quiz 4 Pradip Devkar November 7, 2024 Deep Learning Quiz Quiz Deep Learning Expert Quiz 10 Pradip Devkar November 6, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
