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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is gradient boosting and why is it more effective than traditional decision trees?
RELATED INTERVIEW QUESTIONS
What is regression analysis, and how do you apply it in business analytics?
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How do you use decision trees for feature selection in machine learning?
What is data integrity, and how is it maintained in a database?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is a confusion matrix, and how do you calculate its various metrics?
What is the F1-score in classification tasks, and why is it important?
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Explain how hyperparameter optimization improves machine learning model performance.
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What is the importance of heteroscedasticity in regression models?
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What is feature selection, and how does it impact the model’s performance?
How do you address skewed data distributions in machine learning models?
Explain how latent variable models work in data analytics.
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