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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 Bagging in machine learning, and how does it reduce overfitting?
RELATED INTERVIEW QUESTIONS
How do you perform feature importance analysis for model interpretability?
How do you perform feature scaling, and what are its benefits in machine learning?
What are the challenges of working with unstructured data, and how can they be overcome?
Explain the concept of Markov Chains and its use in data modeling.
Explain the concept of hyperparameter tuning and its role in model optimization.
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How do you evaluate model performance when the dataset is small and unbalanced?
How do you handle categorical data in machine learning models?
What is the importance of model validation and how do you perform it in practice?
What is the ROC-AUC curve, and how do you interpret it?
What is the significance of A/B testing in optimizing data-driven decisions?
Explain how overfitting and underfitting affect the performance of a machine learning model.
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is data integrity, and how is it maintained in a database?
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