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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you analyze customer churn using data analytics?
RELATED INTERVIEW QUESTIONS
How do you optimize model performance in an unsupervised learning task?
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How do you identify and resolve data leakage in machine learning models?
How do you optimize machine learning models for real-time decision-making?
Explain the importance of hyperparameter tuning in improving machine learning models.
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What is the F1-score in classification tasks, and why is it important?
How do you measure the generalization error of a machine learning model?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
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Explain how an ensemble learning method like Random Forest improves model performance.
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What are convolutional neural networks (CNN) used for in image recognition?
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What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
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