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Top Machine Learning Interview Questions
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1
Explain bias-variance tradeoff
Hint: Underfitting vs overfitting
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2
What is gradient descent?
Hint: Optimization algorithm
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3
How do neural networks learn?
Hint: Backpropagation
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4
Explain cross-validation
Hint: Model evaluation technique
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5
What is regularization?
Hint: L1, L2, dropout
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6
How to handle imbalanced data?
Hint: SMOTE, class weights
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