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WorksheetsConcepts of Generative AI
Total questions: 12
Worksheet time: 6mins
Maya, Harper, Abigail, Jackson, and Kai are working on a project to predict the success of a new product in the market using supervised learning. They need to choose the appropriate algorithms for their project. Michael, their project guide, asked them to consider a list of algorithms. Which list should they consider?
Linear regression, Logistic regression, Decision trees, Random forests, Support vector machines (SVM), Naive Bayes, K-nearest neighbors (KNN)
Unsupervised learning, Reinforcement learning, Semi-supervised learning
Artificial intelligence, Machine learning, Deep learning
Clustering, Dimensionality reduction, Association rule learning
For an internal project, Daniel, Nora, and Michael are researching different types of AI. They found that one type is more commonly used in Generative AI. Which one is it?
Generative Adversarial Networks (GANs)
Recurrent Neural Networks (RNNs)
Convolutional Neural Networks (CNNs)
Support Vector Machines (SVMs)
Michael, Noah, and William are working on a project at their tech startup to develop a recommendation system using Artificial Neural Networks. They are discussing the training process of the model. Which algorithm do they commonly use for this purpose?
upward propagation
sideways propagation
backpropagation
forward propagation
Luna, David, and Benjamin are part of a tech startup that is developing a machine learning model to predict stock market trends using Artificial Neural Networks. They are in a meeting discussing the type of activation function to use in their model. Which function is commonly used for this purpose?
Linear function
Sigmoid function
Hyperbolic tangent function
All of the above
For a school project, Benjamin, David, and Priya are developing an AI model to recognize different types of fruits from images. They found that one type of AI is more commonly used in Image Recognition. Which one is it?
Generative Adversarial Networks (GANs)
Recurrent Neural Networks (RNNs)
Convolutional Neural Networks (CNNs)
Support Vector Machines (SVMs)
Sophia, Daniel, and Oliver are working on a project for their Artificial Intelligence class. Their project involves unsupervised learning and they need to choose the appropriate algorithms. They are considering several lists of algorithms. Which list should they consider for their project?
Linear regression, Logistic regression, Decision trees, Random forests, Support vector machines (SVM), Naive Bayes, K-nearest neighbors (KNN)
Unsupervised learning, Reinforcement learning, Semi-supervised learning
Artificial intelligence, Machine learning, Deep learning
Clustering, Dimensionality reduction, Association rule learning
Ethan, Ava, and Lily are working on a Natural Language Processing project. They come across the term 'word embeddings'. What are word embeddings in this context?
Word embeddings are a type of cloud formation that Ethan, Ava, and Lily might observe while working on their project
Word embeddings are a type of dance move that Ethan, Ava, and Lily might perform while taking a break from their project
Word embeddings are a type of word representation that Ethan, Ava, and Lily might use in their Natural Language Processing project
Word embeddings are a type of sandwich that Ethan, Ava, and Lily might eat while working on their project
During a study group session, Charlotte, Harper, and Maya were discussing various NLP models. Harper mentioned a model called 'Transformer'. Maya, unfamiliar with the term, asked, 'What is a Transformer in NLP?'
A type of electrical device used to change the voltage of an alternating current
A deep learning model that uses self-attention mechanisms to process sequential data
A popular movie franchise about robots that can change into vehicles
A term used to describe a person who changes their behavior to fit in with different social groups
Mia, Abigail, and Benjamin are working on a project to analyze customer reviews. They need to convert the text data into a format that their machine learning model can understand. What is this process called?
Converting text into audio files
Converting text data into numerical vectors
Turning text into images
Transforming text into binary code
What is Self-attention ?
What are the foundation models in Generative AI?
They are a type of Generative AI that uses two neural networks that compete against each other.
They are a type of Generative AI that uses a single neural network to encode and decode data.
They are a type of Generative AI that is used to create new text that is indistinguishable from human-created text.
They are a type of Generative AI that is used to create new images that are indistinguishable from human-created images.
What does the acronym TF-IDF stand for?
