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Question: What is the purpose of a loss function in supervised learning?Options: To measure the perf..
Question: Which of the following is a limitation of RNNs?Options: They can only process fixed-length..
Question: What is the purpose of the forget gate in an LSTM?Options: To decide what information to k..
Question: What is the purpose of using the \'padding\' technique in NLP?Options: To remove unnecessa..
Question: Which evaluation metric is commonly used to assess the quality of embeddings?Options: Accu..
Question: What does the term \'subword tokenization\' refer to?Options: Breaking words into smaller ..
Question: Which of the following is NOT a type of tokenization?Options: Word tokenizationSentence to..
Question: What is a primary challenge when deploying neural networks in real-world applications?Opti..
Question: In which application are neural networks used to generate realistic images?Options: Image ..
Question: What is a common use of neural networks in finance?Options: Customer service automationFra..
Question: What is a key advantage of using neural networks for real-world applications?Options: They..
Question: Which optimization algorithm is commonly used to update weights in neural networks?Options..
Question: What is the purpose of using a validation set during training of a neural network?Options:..
Arithmetic Aptitude — Question Bank - collection of all sub topics in this ..
Question: What is the purpose of normalization in the context of neural networks?Options: To increas..
Question: In which scenario would you typically use a Convolutional Neural Network (CNN)?Options: Ti..
Question: Which metric is commonly used to evaluate the performance of a neural network on a classif..
Question: Which of the following is a common method for evaluating the performance of a neural netwo..
Question: What is the role of the optimizer in training a neural network?Options: To select the acti..
Question: Which of the following is a common evaluation metric for classification tasks in neural ne..
Question: What does \'epoch\' refer to in the context of training a neural network?Options: A single..
Question: What is the primary advantage of using Convolutional Neural Networks (CNNs)?Options: They ..
Question: Which of the following is a common loss function used in neural networks for classificatio..
Question: What is the purpose of using a validation set in neural network training?Options: To train..
Question: In a case study involving natural language processing, which type of neural network is oft..
Question: What role does backpropagation play in training neural networks?Options: It initializes th..
Question: Which of the following is a common application of neural networks in case studies?Options:..
Question: What is a significant benefit of using neural networks in robotics?Options: Reduced comple..
Question: How do neural networks contribute to personalized marketing?Options: Creating advertisemen..
Question: Which application of neural networks is used for fraud detection?Options: Customer segment..
