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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 implement real-time data analytics for fraud detection?
RELATED INTERVIEW QUESTIONS
What is Principal Component Analysis (PCA) used for in data reduction?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you ensure reproducibility in your data analysis pipelines?
What is the importance of heteroscedasticity in regression models?
How do you optimize model performance in an unsupervised learning task?
What are the key differences between a decision tree and a random forest?
What is the difference between classification and regression problems in machine learning?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you decide whether to use a parametric or non-parametric statistical method?
How do you assess model accuracy when working with time-series data?
How do you use time-series decomposition to analyze seasonal trends?
How do you handle imbalanced datasets in classification models?
What is gradient boosting and why is it more effective than traditional decision trees?
What are the limitations of using random forests for classification tasks?
How do you use SQL joins in data analytics to integrate data from multiple sources?
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