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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
Explain how overfitting and underfitting affect the performance of a machine learning model.
RELATED INTERVIEW QUESTIONS
How do you build a predictive model for sales forecasting in e-commerce?
What is the curse of dimensionality and how does it affect machine learning models?
What is the F1-score in classification tasks, and why is it important?
How does regularization help to reduce overfitting in machine learning models?
How do you implement a Markov Chain for predictive analytics in customer behavior?
How do you handle multivariate time series data for forecasting?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
Explain the difference between random forests and gradient boosting methods.
What is time-series analysis, and what techniques do you use for it?
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Explain data leakage and how to prevent it in machine learning models.
How would you apply cross-validation to avoid overfitting in a machine learning model?
How would you use cluster analysis for market segmentation?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you ensure that your data pipeline is scalable for large datasets?
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