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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 reinforcement learning, and where is it applied in business analytics?
RELATED INTERVIEW QUESTIONS
Explain how you would deal with missing data in a large dataset.
What is XGBoost, and how does it differ from other boosting algorithms?
What is the role of Markov chains in predictive analytics for customer behavior?
What is the purpose of a ROC curve in model evaluation?
How do you address skewed data distributions in machine learning models?
What is data normalization, and why is it important in machine learning?
How do you evaluate the effectiveness of an outlier detection model?
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What are the primary steps involved in preparing data for a machine learning model?
Explain how overfitting and underfitting affect the performance of a machine learning model.
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What are the key steps in building a robust machine learning pipeline for predictive analytics?
What is the F1-score in classification tasks, and why is it important?
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What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
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