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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is gradient boosting and why is it more effective than traditional decision trees?
RELATED INTERVIEW QUESTIONS
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is data integrity, and how is it maintained in a database?
What is the difference between classification and regression problems in analytics?
What are the steps involved in building a recommendation system for e-commerce?
How would you perform outlier detection using Isolation Forest?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you handle imbalanced datasets in classification models?
What is the curse of dimensionality and how does it affect machine learning models?
How do you evaluate the predictive accuracy of a machine learning model?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you use decision trees for feature selection in machine learning?
How would you perform real-time data analysis using Kafka and Spark?
What are the most important performance metrics for classification models?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What are the main differences between batch processing and real-time processing in data analytics?
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