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

For more videos please subscribe -
http://bit.ly/normalizedNERD

Support me if you can ❤️
https://www.paypal.com/paypalme2/suji04
https://www.buymeacoffee.com/normaliz...

Derivation of MSE loss and BCE loss -
Maximum Likelihood Estimate in Machin...

Animation tool by 3blue1brown -
@3blue1brown

Facebook -
Facebook: nerdywits
Instagram -
Instagram: normalizednerd
Twitter -
Twitter: normalized_nerd

• #education
• #artificial_intelligence
• #machine_learning
• #normalized_nerd
• #data_science
• #mean_squared_error
• #binary_cross_entropy
• #regression
• #classification
• #why_cross_entropy_is_needed
• #why_cross_entropy_loss_is_better_than_mse
• #bceloss_vs_mseloss
• #manim
• #3b1b_style_video
• #cross_entropy_loss
• #cross_entropy_loss_function