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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 dimensionality reduction, and why is it important in data analytics?
RELATED INTERVIEW QUESTIONS
How do you apply data augmentation in deep learning for image processing?
What is time-series analysis, and what techniques do you use for it?
Explain the concept of a precision-recall curve and when to use it.
What is the difference between batch normalization and layer normalization in deep learning?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you optimize an ML model when the dataset is imbalanced?
What is the difference between deterministic and stochastic models in analytics?
What is the difference between classification and regression problems in machine learning?
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What are the best practices to ensure model interpretability and explainability?
How do you optimize the hyperparameters of machine learning algorithms?
What are the limitations of using random forests for classification tasks?
What are time-series cross-validation techniques, and how are they applied in forecasting?
Explain how overfitting and underfitting affect the performance of a machine learning model.
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