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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of data normalization in machine learning?
RELATED INTERVIEW QUESTIONS
What is model drift, and how can it affect predictive analytics models?
What is the role of data imputation in handling missing data?
How do you analyze multi-class classification problems with machine learning?
How do you handle multicollinearity in regression models?
How do you handle high-dimensional data and reduce the risk of overfitting?
Explain how an ensemble learning method like Random Forest improves model performance.
What is the ROC-AUC curve, and how do you interpret it?
How do you apply gradient descent in training deep neural networks?
What is dimensionality reduction, and why is it important in data analytics?
Explain the concept of a precision-recall curve and when to use it.
How would you analyze customer churn using data analytics?
How do you optimize an ML model when the dataset is imbalanced?
How do you assess model accuracy when working with time-series data?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What are decision trees, and how are they used in classification tasks?
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