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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is linear programming, and how does it relate to data optimization problems?
RELATED INTERVIEW QUESTIONS
How would you handle seasonality in a time-series forecasting problem?
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What is the significance of A/B testing in optimizing data-driven decisions?
What is XGBoost, and how does it differ from other boosting algorithms?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How would you implement a recommendation system for e-commerce websites?
How do you use data augmentation to improve a deep learning model’s performance?
What is the role of Shannon entropy in feature selection?
Explain the concept of hyperparameter tuning and its role in model optimization.
What is model drift, and how can it affect predictive analytics models?
How do you handle heteroscedasticity in regression models?
What is ensemble learning, and why is it useful in machine learning?
What are the key differences between supervised and unsupervised learning in data analytics?
How do you prevent model bias in machine learning algorithms?
How do you implement feature selection techniques for high-dimensional data?
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