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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 the role of data imputation in handling missing data?
RELATED INTERVIEW QUESTIONS
How would you implement real-time data analytics for fraud detection?
How do you evaluate model robustness to different types of input data?
What is Principal Component Analysis (PCA) used for in data reduction?
How do you measure the generalization error of a machine learning model?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is dimensionality reduction, and why is it important in data analytics?
What are the differences between Ridge and Lasso regression?
What is the difference between KNN and SVM in classification tasks?
What is XGBoost, and how does it differ from other boosting algorithms?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
How do you deal with class imbalance in classification models?
What is data integrity, and how is it maintained in a database?
What is model drift, and how can it affect predictive analytics models?
How does feature scaling improve the convergence of gradient descent algorithms?
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