Deep Learning - Crash Course 2023 - Data Standardization - 1

The video tutorial covers the UCI heart disease dataset, explaining how to import data using pandas and numpy. It introduces the concept of a sigmoid neuron, detailing its function and application. The tutorial emphasizes the importance of data standardization, explaining how to use the standard scalar from scikit-learn to preprocess data. A practical demonstration of applying the standard scalar to random data is provided, highlighting the transformation process and its effects on data distribution.

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