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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
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 visualize high-dimensional data using dimensionality reduction techniques?
What is the role of data imputation in handling missing data?
What are the best practices to ensure model interpretability and explainability?
How do you ensure that your analysis is unbiased when working with large datasets?
What is the role of natural language processing in analyzing customer feedback?
How does feature scaling improve the convergence of gradient descent algorithms?
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How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is data leakage, and how can you prevent it in your analytics projects?
How do you handle unstructured data in analytics models?
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Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
How would you analyze customer churn using data analytics?
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