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Question
What is the capital of France?
Answer
Paris
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Question order preview (10 cards)
1.
What is the difference between supervised and unsupervised learning?
3
2.
Define overfitting and explain why it is a problem in machine learning.
2
3.
What is a training set and a test set, and why are they important?
1
4.
Explain the concept of a feature in a dataset.
1
5.
What is the purpose of a loss function in machine learning?
1
6.
Describe the difference between classification and regression tasks.
3
7.
What is cross-validation and why is it used?
2
8.
Name and briefly describe two common algorithms for supervised learning.
3
9.
What is the bias-variance tradeoff in machine learning?
5
10.
How does a decision tree algorithm make predictions?
2
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