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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the most important performance metrics for classification models?
RELATED INTERVIEW QUESTIONS
What are the steps involved in building a recommendation system for e-commerce?
What are decision trees, and how are they used in classification tasks?
What is the ROC-AUC curve, and how do you interpret it?
How would you perform outlier detection using Isolation Forest?
What is the importance of model interpretability in real-world data analytics applications?
What is the importance of heteroscedasticity in regression models?
What is regression analysis, and how do you apply it in business analytics?
How do you implement feature selection techniques for high-dimensional data?
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Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What is the curse of dimensionality, and how does it impact data analysis?
What are active learning methods, and when would you apply them in data analytics?
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What is the role of visualization in data analysis, and which Python libraries would you use?
What are LSTM networks, and how are they used in sequence prediction tasks?
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