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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of using XGBoost over other machine learning algorithms?
RELATED INTERVIEW QUESTIONS
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is dimensionality reduction, and how does it improve model performance?
How does ensemble learning work, and when should it be applied?
How do you handle outliers in time-series data?
How do you use time-series decomposition to analyze seasonal trends?
What are data imputation techniques, and how are they used for handling missing data?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle multicollinearity in regression models?
What is the F1-score in classification tasks, and why is it important?
What is the importance of heteroscedasticity in regression models?
What are the most important performance metrics for classification models?
How do you handle categorical data in machine learning models?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
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