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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the bootstrap method, and how is it used for confidence interval estimation?
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How do you handle high cardinality categorical features in machine learning models?
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What is the difference between precision and accuracy in the context of classification problems?
Explain how you would approach feature engineering for a time-series dataset.
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
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Explain the concept of Markov Chains and its use in data modeling.
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Explain the concept of reinforcement learning and its applications in analytics.
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What is the ROC-AUC curve, and how do you interpret it?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
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