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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you assess the performance of a machine learning model over time?
RELATED INTERVIEW QUESTIONS
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What are the differences between Ridge and Lasso regression?
How do you handle imbalanced datasets in classification models?
What is the role of feature scaling in improving machine learning model accuracy?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What are convex optimization techniques, and why are they important in machine learning?
How does feature scaling improve the performance of gradient-based learning algorithms?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do support vector machines (SVM) work, and why are they used in classification problems?
What are the different types of machine learning models used for predictive 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?
How do you use bootstrapping in model evaluation, and what are its advantages?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
Explain how backpropagation works in training neural networks.
How do you handle multicollinearity in regression models?
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