Answer / Om Prakash Bharti

Python is not necessarily required for machine learning, but it is one of the most popular and widely-used programming languages for this field due to its simplicity, versatility, and availability of numerous libraries such as TensorFlow, PyTorch, and Scikit-learn.

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What is difference between a parameter and a hyperparameter?

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Name some feature extraction techniques used for dimensionality reduction?

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How would you use f1 score?

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Tell us what's the f1 score? How would you use it?

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Do you know what's the “kernel trick” and how is it useful?

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List out some important methods of reducing dimensionality.

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