6. Backpropagation - The Gradient Calculation Magic | Forward Pass | Backward Pass | Backward Graph
Автор: HallOfNN
Загружено: 2026-02-05
Просмотров: 25
Описание:
Chapter 6 - Backpropagation !
In the last chapter we saw the building blocks of the neural network - The neuron.
In this chapter we will see how we can calculate the gradient of the neural network efficiently for the optimization process.
Parts:
00:00-01:01 - The Forward Pass
01:01-02:02 - Finite Differences
02:02-03:10 - The Chain Rule
03:10-03:38 - The Backward Pass
03:38-05:35 - Numerical Example
05:35 07:49 - Neural Network Backward Pass
07:49-08:28 - Multiple Outputs & Batch Loss
08:28-11:31 - The Backward Graph
Please feel free to leave comments and ask everything, hope you find this video helpful!
#deeplearning #artificialneuralnetwork #machinelearning #backpropagation #artificialintelligence #activationfunctions #deeplearning #education #mlp #multilayered #perceptron #forwardpass #backwardpass #backwardgraph
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