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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the limitations of using random forests for classification tasks?
RELATED INTERVIEW QUESTIONS
How does regularization help to reduce overfitting in machine learning models?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you ensure that your machine learning model generalizes well on unseen data?
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Explain how you would approach feature engineering for a time-series dataset.
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How do you perform feature engineering in time-series data?
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What is the ROC-AUC curve, and how do you interpret it?
What is the F1-score in classification tasks, and why is it important?
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How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
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