Download Neural Networks in Python from Scratch: Learning by Doing Course for Free
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From interpolation to neural networks
[Project 1] Most simple neural network Sum of two numbers
What are neural networks
Prepare the training and testing data
Initialize the weights & Calculate the output
Accuracy & Error functions
Gradient of the error function
Using the trained network on the test data
Training the neural network via gradient descent
[Project 2] Complete neural network Sign of the sum of two numbers
Modify input, output & weights
Add an activation function to the neural network
Modify accuracy and error functions
Modify gradient of the error function
Training & Testing the modified neural network
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Specialist in Software Engineering & Algorithms. Real-world engineering curriculum and hands-on masterclasses.
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