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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you use clustering for market segmentation in customer analytics?
RELATED INTERVIEW QUESTIONS
How would you evaluate the performance of a recommendation system?
Explain the difference between bagging and boosting techniques.
How do you use SQL joins in data analytics to integrate data from multiple sources?
What is the importance of using dropout in deep learning models?
How do you evaluate the effectiveness of an outlier detection model?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you detect data imbalances in a classification problem and address them?
What is multi-objective optimization, and how does it differ from single-objective optimization?
How do you identify and resolve data leakage in machine learning models?
What are the advantages of using deep learning over traditional machine learning in analytics?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What are convex optimization techniques, and why are they important in machine learning?
What is data lineage, and how does it help in tracking data flow?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the difference between correlation and causality?
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