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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 identify and resolve data leakage in machine learning models?
RELATED INTERVIEW QUESTIONS
What is the difference between batch processing and streaming in big data analytics?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How would you implement real-time data analytics for fraud detection?
What are some effective techniques for handling missing values in large datasets?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you ensure that your data pipeline is scalable for large datasets?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
Explain the Naive Bayes algorithm and its application in data analytics.
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Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is the confusion matrix, and how does it help evaluate classification models?
What is time-series forecasting, and how do you handle seasonality in models?
How do you interpret the results of cluster analysis in market research?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
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