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