Скачать или смотреть What Are Normalization And Standardization In Data Preprocessing?

Ever wondered about the crucial steps that prepare your data for machine learning models? This video dives deep into two fundamental techniques: Normalization and Standardization, explaining why they are indispensable for optimal model performance.

In this comprehensive guide, you'll discover:
► What normalization is and how it scales data to a fixed range.
► What standardization entails, centering data around zero with unit variance.
► The critical importance of applying these preprocessing steps before training machine learning algorithms.
► Key scenarios and model types where one technique might be preferred over the other.


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