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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 apply Shannon entropy in data analytics for feature selection?
RELATED INTERVIEW QUESTIONS
What are the challenges in analyzing big data, and how do you mitigate them?
How do you implement feature selection techniques for high-dimensional data?
What is the role of unsupervised learning in data clustering?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you handle high cardinality categorical features in machine learning models?
Explain the concept of a data pipeline and its components in an analytics workflow.
How do you measure the generalization error of a machine learning model?
What is feature importance, and how do you evaluate it for machine learning models?
What are convolutional neural networks (CNN) used for in image recognition?
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What is the significance of the ROC-AUC score in evaluating classification models?
What are convex optimization techniques, and why are they important in machine learning?
How do you perform dimensionality reduction, and why is it essential in machine learning?
What is the difference between classification and regression problems in machine learning?
How would you evaluate and select the best machine learning model for a specific use case?
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