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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 leakage, and how can you prevent it in your analytics projects?
RELATED INTERVIEW QUESTIONS
How do you choose the best machine learning algorithm for a given dataset?
How does feature scaling improve the convergence of gradient descent algorithms?
What is the difference between batch processing and streaming in big data analytics?
Explain the difference between bagging and boosting techniques.
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is the difference between classification and regression problems in machine learning?
What is a confusion matrix, and how do you calculate its various metrics?
How do you handle high-velocity data in real-time analytics applications?
How do you apply data augmentation in deep learning for image processing?
What is the difference between correlation and causality?
How do you handle multicollinearity in regression models?
How would you perform data aggregation for summarizing large datasets?
What is transfer learning, and how is it useful in deep learning?
What is the difference between KNN and SVM in classification tasks?
What are the limitations of using random forests for classification tasks?
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