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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
RELATED INTERVIEW QUESTIONS
How would you handle an imbalanced dataset in a classification problem?
What is the bootstrap method, and how is it used for confidence interval estimation?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is time-series forecasting, and how do you handle seasonality in models?
What is the role of data imputation in handling missing data?
What is model drift, and how can it affect predictive analytics models?
What is the accuracy paradox and how does it affect model evaluation?
What is data leakage, and how can you prevent it in your analytics projects?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the difference between classification and regression problems in analytics?
How do you evaluate model stability and ensure it performs well over time?
How would you handle noisy data when training a machine learning model?
What are support vector machines (SVM) and how do they classify data?
What is the concept of Feature Extraction in computer vision analytics?
How do you ensure that your data pipeline is scalable for large datasets?
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