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.
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Derivation of MSE loss and BCE loss -
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Watch video Why do we need Cross Entropy Loss? (Visualized) online without registration, duration hours minute second in high quality. This video was added by user Normalized Nerd 30 July 2020, don't forget to share it with your friends and acquaintances, it has been viewed on our site 51,065 once and liked it 1.8 thousand people.