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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you use clustering for market segmentation in customer analytics?
RELATED INTERVIEW QUESTIONS
What are the major differences between SQL and NoSQL databases in data analytics?
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What is Collaborative Filtering, and how is it used in building recommendation systems?
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What is gradient boosting and why is it more effective than traditional decision trees?
Explain how you would deal with missing data in a large dataset.
Explain how an ensemble learning method like Random Forest improves model performance.
How do you assess the impact of outliers in your data and model predictions?
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How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is the role of data imputation in handling missing data?
How do you apply Shannon entropy in data analytics for feature selection?
How do you perform feature scaling, and what are its benefits in machine learning?
Explain the difference between bagging and boosting techniques.
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