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HTML
CSS
Python
PHP
MySQL
Linux
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
How would you perform data aggregation for summarizing large datasets?
Explain the concept of data wrangling and its importance in data analytics.
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How do you ensure that your data pipeline is scalable for large datasets?
How do you handle multicollinearity in regression models?
What is the confusion matrix, and how does it help evaluate classification models?
How do you handle high-velocity data in real-time analytics applications?
How do you deal with class imbalance in classification models?
How do you evaluate the predictive accuracy of a machine learning model?
How would you evaluate and select the best machine learning model for a specific use case?
What is gradient boosting and why is it more effective than traditional decision trees?
Explain the concept of hyperparameter tuning and its role in model optimization.
How do you optimize model performance in an unsupervised learning task?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you assess the impact of outliers in your data and model predictions?
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