6. Backpropagation - The Gradient Calculation Magic | Forward Pass | Backward Pass | Backward Graph скачать в хорошем качестве

6. Backpropagation - The Gradient Calculation Magic | Forward Pass | Backward Pass | Backward Graph

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