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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 use time-series decomposition to analyze seasonal trends?
RELATED INTERVIEW QUESTIONS
How do you apply data smoothing techniques for time-series forecasting?
What are data imputation techniques, and how are they used for handling missing data?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is data normalization, and why is it important in machine learning?
How do you handle multivariate time series data for forecasting?
What are decision trees, and how are they used in classification tasks?
What is the curse of dimensionality and how does it affect machine learning models?
What is Bagging in machine learning, and how does it reduce overfitting?
What is data leakage, and how can you prevent it in your analytics projects?
How do you apply Shannon entropy in data analytics for feature selection?
Explain the difference between data mining and data analytics.
How do you assess the impact of outliers in your data and model predictions?
How does ensemble learning work, and when should it be applied?
What is the difference between KNN and SVM in classification tasks?
What is the purpose of a ROC curve in model evaluation?
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