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Categorical Cross-Entropy Loss

Subscribe To My Channel https://www.youtube.com/@huseyin_ozde... Video Contents: 00:00 Logits on a Neural Network Classifier 01:22 Conversion of Logit to Probability 02:15 Categorical Cross-Entropy Loss computation 02:38 One-Hot Encoding of Categorical Class Labels 03:51 Illustaration of Categorical Cross-Entropy Loss graphically 04:59 Categorical Cross-Entropy Loss for two classes Detailed explanation of Logits on a Neural Network Classifier Conversion of Logit to Probability using Softmax Activation Categorical Cross-Entropy Loss computation One-Hot Encoding of Categorical Class Labels Illustaration of Categorical Cross-Entropy Loss graphically Categorical Cross-Entropy Loss for two classes All images and animations in this video belong to me #machinelearning #computervision #deeplearning #ai #aitutorial #education #categoricalcrossentropy #lossfunction #crossentropyloss #logloss #logit #neuralnetwork #classification #imageclassification #supervisedlearning #multiclassclassification #softmax #softmaxactivation #onehotencoding #imageprocessing #datascience #computervisionwithhuseyinozdemir

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