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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data anonymization, and why is it essential in data analytics?
RELATED INTERVIEW QUESTIONS
How do you implement feature selection techniques for high-dimensional data?
How would you implement real-time data analytics for fraud detection?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How would you implement a recommendation system for e-commerce websites?
How do you evaluate the effectiveness of a recommendation system?
How do you apply gradient descent in training deep neural networks?
What is the difference between random forests and decision trees?
What is overfitting, and how can it be avoided using regularization techniques?
How do you handle heteroscedasticity in regression models?
What is the significance of A/B testing in optimizing data-driven decisions?
What is time-series forecasting, and how do you handle seasonality in models?
What is a confusion matrix, and how do you calculate its various metrics?
Explain how you would approach feature engineering for a time-series dataset.
How would you evaluate and select the best machine learning model for a specific use case?
Explain the concept of hyperparameter tuning and its role in model optimization.
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