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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the curse of dimensionality and how does it affect machine learning models?
RELATED INTERVIEW QUESTIONS
What is the ROC-AUC curve, and how do you interpret it?
Explain data leakage and how to prevent it in machine learning models.
How would you implement a recommendation system for e-commerce websites?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is data leakage, and how can you prevent it in your analytics projects?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is the curse of dimensionality and how does it affect machine learning models?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
What is time-series forecasting, and how do you handle seasonality in models?
How do you build a predictive model for sales forecasting in e-commerce?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
Explain the concept of ensemble learning and its applications in classification and regression problems.
Explain how latent variable models work in data analytics.
PHP vs Python: Features, Differences and Benefits in 2025
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