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 GPT (Generative Pre-trained Transformer) is an example of a deep learning model for generating structured data like SQL queries. True False 2 / 10 What is the primary goal of a Variational Autoencoder (VAE)? To classify images based on predefined categories To perform reinforcement learning tasks To generate new data by learning a latent representation of the input To improve the accuracy of decision trees 3 / 10 Which of the following models is NOT commonly used in Generative AI? Variational Autoencoders (VAE) Linear regression Transformer models Diffusion models 4 / 10 Which of the following are common tasks for Generative AI models? Text generation Sentiment analysis Data augmentation Image classification 5 / 10 Generative AI models like GPT-3 and DALL·E 2 are typically unsupervised or self-supervised learning models. False True 6 / 10 Which type of AI model is typically used to generate human-like dialogue in chatbots? Recurrent Neural Networks (RNN) Convolutional Neural Networks (CNN) Decision Trees Transformer-based models 7 / 10 Diffusion models gradually add noise to data and then learn to reverse this process to generate new samples. False True 8 / 10 Generative Adversarial Networks (GANs) consist of two networks known as the generator and discriminator. True False 9 / 10 Which of the following is an advantage of using transformers in Generative AI tasks? They rely heavily on RNNs They cannot work with large datasets They handle sequential data efficiently They can parallelize computations 10 / 10 What is a key challenge when training GANs? Exploding gradients Lack of training data Overfitting Mode collapse 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 Databases Quiz Quiz Databases Medium-level quiz 6 Pradip Devkar October 15, 2024 Artificial Intelligence Deep Learning Gen AI Natural Language Processing Bidirectional LSTMs: Enhanced Text Generation better than LSTM Data AI Admin October 14, 2024 Artificial Intelligence Deep Learning Gen AI Natural Language Processing Text Generation Made Easy with LSTM: A Comprehensive Guide for Beginners Data AI Admin October 14, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
