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Questions and Answers
Which type of machine learning algorithm can be used without labeled data?
Which type of machine learning algorithm can be used without labeled data?
- Supervised Learning
- Unsupervised Learning (correct)
- Semi-Supervised Learning
- Reinforcement Learning
What is the purpose of the development ('dev', 'validation') set in training and evaluation?
What is the purpose of the development ('dev', 'validation') set in training and evaluation?
- Making design decisions (correct)
- Testing final scenarios
- Learning of parameters
- System creation
In machine learning, what does underfitting refer to?
In machine learning, what does underfitting refer to?
- Model fitting the training data perfectly but failing on test data
- Model showing high variance in predictions
- Model not able to obtain a sufficiently low error value on the training data (correct)
- Model overgeneralizing the training data
Which type of neural network is commonly used for processing sequential data like text and time series?
Which type of neural network is commonly used for processing sequential data like text and time series?
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What does the test set represent in the context of machine learning?
What does the test set represent in the context of machine learning?
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