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Question: Find the value of 9 × 9 - 7. (2019)Options: 74817270Correct Answer: 72Exam Year: 2019Solut..
Question: Calculate the value of 12 × 5 - 8. (2021)Options: 52605648Correct Answer: 56Exam Year: 202..
Question: What is the role of the loss function in supervised learning?Options: To measure the accur..
Question: What does the term \'confusion matrix\' refer to in classification tasks?Options: A matrix..
Question: In a case study involving predicting house prices, which feature would be most relevant?Op..
Question: What is the purpose of cross-validation in supervised learning?Options: To increase the si..
Question: In a regression problem, what does the term \'overfitting\' refer to?Options: The model pe..
Question: In regression analysis, what does R-squared indicate?Options: The strength of the relation..
Question: What is the main advantage of using ensemble methods in supervised learning?Options: They ..
Question: Which of the following techniques can be used to handle imbalanced datasets in classificat..
Question: What does the ROC curve represent in classification problems?Options: The relationship bet..
Question: What is the purpose of regularization in supervised learning?Options: To increase the comp..
Question: Which algorithm is typically used for both regression and classification tasks?Options: K-..
Question: What type of supervised learning task is used to predict categorical outcomes?Options: Reg..
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:..
Soulshift MHT-CET Mathematics Digital eBookQuestion Bank with Step-by-Step Solutions (2026)Prepare e..
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..