A complete Neural Network

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A complete Neural Network

di SYED RIAZ RAZA -
Numero di risposte: 0

  Activities for Slides 8 & 9. Things learned and implemented here
 
    Created Neural Network.
    Used the sigmoid activation function in our neurons.
    Saw that neural networks are just neurons connected together sorridente
    Created a dataset with Weight and Height as inputs (or features) and Gender as the output (or label).
    Learned about loss functions and the mean squared error (MSE) loss.
    Realized that training a network is just minimizing its loss.
    Used backpropagation to calculate partial derivatives.
    Used stochastic gradient descent (SGD) to train our network.