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What is Importance of Statistics in ML about?

Statistics is essential for machine learning as it provides the theoretical foundation for algorithms, aids in data understanding, and enables inference and prediction. It also helps quantify uncertainty, balance bias and variance, and validate hypotheses, ensuring robust model development. Furthermore, statistical principles underpin data preprocessing and performance evaluation metrics.

Author

mohamed.harimech-etu

Language

EN