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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the significance of the ROC-AUC score in evaluating classification models?
RELATED INTERVIEW QUESTIONS
What is the difference between precision and accuracy in the context of classification problems?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you handle high-cardinality categorical features in machine learning models?
What are the steps involved in building a recommendation system for e-commerce?
What is the curse of dimensionality, and how does it impact data analysis?
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What is regression analysis, and how do you apply it in business analytics?
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
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Explain the concept of ensemble learning and its applications in classification and regression problems.
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What are the main differences between batch processing and real-time processing in data analytics?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is data streaming, and how is it used for real-time analytics?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
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