Gianfranco's Second 🧠

    Normalization, Standardization And Regularization

    Created: 2023-02-17 12:06
    #note

    1. Normalization adjusts the data -> if the data is on a very different scale, we need to normalize it (generally in a range [0,1]);
    2. Standardization re-scales data to have a mean of 0 and a standard deviation of 1;
    3. Regularization adjusts the prediction function by working on the weights in our model.

    Tags

    #ml