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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you handle high-velocity data in real-time analytics applications?
RELATED INTERVIEW QUESTIONS
What is time-series forecasting, and how do you handle seasonality in models?
Explain the concept of hyperparameter tuning and its role in model optimization.
What is time-series analysis, and what techniques do you use for it?
What is model drift, and how can it affect predictive analytics models?
How do you perform outlier detection using machine learning techniques?
How do you handle outliers in time-series data?
How do you perform feature importance analysis for model interpretability?
Explain how latent variable models work in data analytics.
How do you deal with class imbalance in classification models?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What is deep learning and how is it used for image recognition?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
Explain the concept of model overfitting and how can it be mitigated.
What is dimensionality reduction, and how does it improve model performance?
What is the role of Shannon entropy in feature selection?
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