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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
How do you handle outliers in time-series data?
What is the difference between classification and regression problems in machine learning?
Explain the importance of hyperparameter tuning in improving machine learning models.
What is the F1-score in classification tasks, and why is it important?
What is the role of data normalization in machine learning?
Explain data leakage and how to prevent it in machine learning models.
Explain how you would deal with missing data in a large dataset.
How would you evaluate and select the best machine learning model for a specific use case?
How would you deal with multicollinearity in a regression analysis?
How do you evaluate the stability of a clustering algorithm over different datasets?
How would you assess the performance of a machine learning model over time?
Explain how you would approach feature engineering for a time-series dataset.
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is the significance of feature importance in decision tree algorithms?
What are the primary steps involved in preparing data for a machine learning model?
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