Building a Neural Network from Scratch in Python

Building a Neural Network from Scratch in Python

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HackingEDU • 44K views

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Math topics:
_Numerical_analysis_##Numerical analysis##_Curve_fitting_##Curve fitting##_Mean_squared_error_##Mean squared error##_Gradient_descent_##Gradient descent##_NumPy_##NumPy##_Dimensionless_numbers_##Dimensionless numbers##_Derivative_##Derivative##_Circle_##Circle##_Slope_##Slope##_Probability_##Probability##_Mathematics_##Mathematics##_Artificial_neural_network_##Artificial neural network##_Set_(mathematics)_##Set (mathematics)##_Chain_rule_##Chain rule##_Function_(mathematics)_##Function (mathematics)
Other topics:
_Artificial_neural_networks_##Artificial neural networks##_Feedforward_neural_network_##Feedforward neural network##_Backpropagation_##Backpropagation##_Sigmoid_function_##Sigmoid function##_Cybernetics_##Cybernetics##_Computer_vision_##Computer vision##_Machine_learning_##Machine learning##_Recurrent_neural_network_##Recurrent neural network##_Physics_##Physics##_Fluid_dynamics_##Fluid dynamics##_Tensor_##Tensor##_Nonlinear_system_##Nonlinear system##_Computer_data_##Computer data##_Input/output_##Input/output##_Data_##Data##_Variable_(computer_science)_##Variable (computer science)
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