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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 different types of feature engineering methods and how do they impact model performance?
RELATED INTERVIEW QUESTIONS
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
What is the importance of using dropout in deep learning models?
What are active learning methods, and when would you apply them in data analytics?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
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 perform unsupervised learning for customer segmentation?
What is the confusion matrix, and how does it help evaluate classification models?
What are the major differences between SQL and NoSQL databases in data analytics?
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What are the most important performance metrics for classification models?
What is the role of decision trees in building interpretable machine learning models?
How do you optimize an ML model when the dataset is imbalanced?
What is the role of data imputation in handling missing data?
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