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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is multi-objective optimization, and how does it differ from single-objective optimization?
RELATED INTERVIEW QUESTIONS
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How do you perform feature scaling, and what are its benefits in machine learning?
What is XGBoost, and how does it differ from other boosting algorithms?
How do you address skewed data distributions in machine learning models?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you apply data smoothing techniques for time-series forecasting?
What are the ethical considerations when analyzing customer data in analytics?
What is the difference between classification and regression problems in machine learning?
What is feature importance, and how do you evaluate it for machine learning models?
How do you implement feature selection techniques for high-dimensional data?
How do you deal with class imbalance in classification models?
How do you optimize machine learning models for real-time decision-making?
How would you visualize high-dimensional data using dimensionality reduction techniques?
What is the role of Markov chains in predictive analytics for customer behavior?
What is transfer learning, and how is it useful in deep learning?
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