Why do we need Cross Entropy Loss? (Visualized)

In this video, I've explained why binary cross-entropy loss is needed even though we have the mean squared error loss. I've included visualizations for better understanding.
#machinelearning #datascience

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Derivation of MSE loss and BCE loss -
https://youtu.be/2PfGO753UHk

Animation tool by 3blue1brown -
https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw

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Видео Why do we need Cross Entropy Loss? (Visualized) канала Normalized Nerd