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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How does ensemble learning work, and when should it be applied?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
Explain how data integrity is maintained in a multi-source data environment.
What is the role of data governance in an organization’s analytics framework?
How do you use clustering for market segmentation in customer analytics?
How does dimensionality reduction improve the performance of machine learning algorithms?
Explain how you would approach feature engineering for a time-series dataset.
What is the Kurtosis of a distribution, and how do you interpret it?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
How do you evaluate the effectiveness of a recommendation system?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you measure the generalization error of a machine learning model?
What are data imputation techniques, and how are they used for handling missing data?
How do you implement supervised learning for predictive modeling in healthcare analytics?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
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