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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 ROC-AUC curve, and how do you interpret it?
RELATED INTERVIEW QUESTIONS
What is the difference between random forests and decision trees?
How do you perform feature importance analysis for model interpretability?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you handle high cardinality categorical features in machine learning models?
How do you ensure that your machine learning model generalizes well on unseen data?
Explain the concept of a precision-recall curve and when to use it.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you handle heteroscedasticity in regression models?
What is the confusion matrix, and how does it help evaluate classification models?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are the differences between Ridge and Lasso regression?
How do you handle high-dimensional data and reduce the risk of overfitting?
What is the K-nearest neighbors algorithm, and when would you use it?
How would you deal with multicollinearity in a regression analysis?
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