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Fun with Generative AI

Quiz by SHASANK PANDEY

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10 questions
Show answers
  • Q1
    Which of the following is not a type of generative AI model?
    Reinforcement Learning
    Self-Supervised Learning
    Unsupervised Learning
    Supervised Learning
    30s
  • Q2
    What is the term used to describe a generative AI model that is capable of creating new data that is similar to the training data it was provided?
    Discriminative Model
    Recurrent Model
    Generative Model
    Transformer Model
    30s
  • Q3
    Which type of generative AI model is known for generating text sequences based on a given input text?
    Transformer Models
    Generative Adversarial Networks (GANs)
    Convolutional Neural Networks (CNNs)
    Recurrent Neural Networks (RNNs)
    30s
  • Q4
    In the context of generative AI, what does the term 'latent space' refer to?
    The space of all possible outputs that a generative model can generate
    The space in which the training data is stored
    The space where the model learns to discriminate between different classes
    The space where the loss function is optimized during training
    30s
  • Q5
    What is a key advantage of generative AI models compared to traditional machine learning models?
    Faster training times
    Ability to generate new data
    Simpler architecture design
    Higher accuracy rates
    30s
  • Q6
    Which technique is commonly used in generative AI to improve training stability by training two models simultaneously in a game-like setting?
    Recurrent Neural Networks (RNNs)
    Autoencoders
    Generative Adversarial Networks (GANs)
    Self-Supervised Learning
    30s
  • Q7
    Which of the following is a popular application of generative AI in the field of image generation?
    BERT
    StyleGAN
    ResNet
    VGG16
    30s
  • Q8
    Which of the following is a technique commonly used in generative AI for generating realistic human-like text responses?
    Linear Regression
    Random Forest
    GPT-3 (Generative Pre-trained Transformer 3)
    K-means Clustering
    30s
  • Q9
    What is the term used to describe a generative AI model that is trained on a large dataset and can generate human-like responses in a conversational format?
    SVM (Support Vector Machine)
    Chatbot
    Decision Tree
    Autoencoder
    30s
  • Q10
    Which type of generative AI model is specifically designed to generate new instances of data that are indistinguishable from the training data distribution?
    Decision Trees
    Generative Adversarial Networks (GANs)
    Recurrent Neural Networks (RNNs)
    SVM (Support Vector Machine)
    30s

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