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What is the primary characteristic of a deep learning model?
What is the primary characteristic of a deep learning model?
- It is used for simple tasks
- It requires more data points to improve accuracy (correct)
- It relies on less data
- It makes predictions that minimize errors
What is the main difference between supervised and unsupervised learning?
What is the main difference between supervised and unsupervised learning?
- Supervised learning uses labeled inputs and outputs, whereas unsupervised learning uses unlabeled data (correct)
- Supervised learning uses unlabeled data, whereas unsupervised learning uses labeled inputs and outputs
- Supervised learning is used for forecasting, whereas unsupervised learning is used for sentiment analysis
- Supervised learning is used for complex tasks, whereas unsupervised learning is used for simple tasks
What is the purpose of machine learning?
What is the purpose of machine learning?
- To analyze and cluster unlabeled data
- To detect fraud
- To make predictions that minimize errors (correct)
- To improve accuracy with more data points
What is the process of arranging large textual data to extract relevant information?
What is the process of arranging large textual data to extract relevant information?
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What is the trend observed in the words selected for the three topics - inflation, growth, and uncertainty?
What is the trend observed in the words selected for the three topics - inflation, growth, and uncertainty?
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What is the purpose of sentiment analysis?
What is the purpose of sentiment analysis?
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What is the advantage of using machine learning-based techniques over traditional ones in forecasting inflation?
What is the advantage of using machine learning-based techniques over traditional ones in forecasting inflation?
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What is the characteristic of a neural network that can be considered a deep learning algorithm?
What is the characteristic of a neural network that can be considered a deep learning algorithm?
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What is the purpose of machine learning in the context of RBI?
What is the purpose of machine learning in the context of RBI?
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What is the observation about inflation-related topics in the RBI data?
What is the observation about inflation-related topics in the RBI data?
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