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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is feature importance, and how do you evaluate it for machine learning models?
RELATED INTERVIEW QUESTIONS
How do you evaluate model robustness to different types of input data?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the difference between deterministic and stochastic models in analytics?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
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Explain the difference between bagging and boosting techniques.
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Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
What is overfitting, and how can it be avoided using regularization techniques?
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