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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you handle seasonality in a time-series forecasting problem?
RELATED INTERVIEW QUESTIONS
Explain how an ensemble learning method like Random Forest improves model performance.
What is the significance of data encryption in data privacy and analytics?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
Explain how overfitting and underfitting affect the performance of a machine learning model.
What are some effective techniques for handling missing values in large datasets?
What are the main differences between batch processing and real-time processing in data analytics?
How do you deal with class imbalance in classification models?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What is the significance of hyperparameter tuning in optimizing machine learning models?
What are the ethical considerations when analyzing customer data in analytics?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you handle unstructured data in analytics models?
How do you measure the generalization error of a machine learning model?
How would you implement real-time data analytics for fraud detection?
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