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Question: If 10 liters of a solution contains 30% salt, how much salt is present in the solution?Opt..
Question: In a mixture of two liquids A and B, if the ratio of A to B is 3:2, what is the fraction o..
Question: In supervised learning, what is the role of the training dataset?Options: To evaluate the ..
Question: What is the main difference between regression and classification?Options: Regression pred..
Question: What is the purpose of regularization in regression models?Options: To increase the model ..
Question: Which of the following techniques can help prevent overfitting?Options: Increasing the num..
Question: Which algorithm is typically used for binary classification tasks?Options: K-Means Cluster..
Question: In a classification problem, what does a confusion matrix represent?Options: The relations..
Question: Which of the following is a common evaluation metric for regression models?Options: Accura..
Question: What is overfitting in the context of supervised learning?Options: The model performs well..
Question: Which algorithm is typically used for multi-class classification problems?Options: Logisti..
Question: What is the purpose of a confusion matrix in classification tasks?Options: To visualize th..
Question: Which of the following is NOT a characteristic of supervised learning?Options: Requires la..
Question: What type of supervised learning task is predicting house prices?Options: ClassificationCl..
Question: Which evaluation metric is commonly used for binary classification?Options: Mean Squared E..
Question: In classification problems, what does the term \'class label\' refer to?Options: The input..
Question: Which of the following is a common algorithm used for regression tasks?Options: K-MeansLin..
Question: Which of the following statements about RNNs is true?Options: RNNs can only process fixed-..
Question: What is the role of the input gate in an LSTM?Options: To control the flow of information ..
Question: What type of data is best suited for LSTM networks?Options: Tabular dataSequential dataIma..
Question: Which of the following is NOT a characteristic of RNNs?Options: They can handle variable-l..
Question: What is a common evaluation metric for sequence prediction tasks using RNNs?Options: Accur..
Question: In which scenario would you prefer using LSTMs over traditional RNNs?Options: When the inp..
Question: What is the main purpose of the forget gate in an LSTM?Options: To decide what information..
Question: Which of the following is a common application of RNNs?Options: Image classificationTime s..
Question: What is the primary advantage of using LSTMs over standard RNNs?Options: LSTMs can process..
Question: What does RNN stand for in the context of neural networks?Options: Recurrent Neural Networ..
Question: Which of the following statements about the graph of a quadratic function is true?Options:..
Question: In the quadratic equation x^2 + 6x + 9 = 0, what type of roots does it have?Options: Real ..
Question: What is the sum of the roots of the quadratic equation 2x^2 - 8x + 6 = 0?Options: 2468Corr..
