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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
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Explain the concept of reinforcement learning and its applications in analytics.
What is Bagging in machine learning, and how does it reduce overfitting?
What is Boosting in machine learning, and how does it work?
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How do you handle categorical data in machine learning models?
What are the most important performance metrics for classification models?
What are the best practices to ensure model interpretability and explainability?
How do you apply gradient descent in training deep neural networks?
How do you optimize machine learning models for real-time decision-making?
What is XGBoost, and how does it differ from other boosting algorithms?
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How do you use SQL to perform data manipulation and aggregation in an analytics project?
How do you deal with class imbalance in classification models?
Explain the concept of a precision-recall curve and when to use it.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
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