Sep 27, 20232 minDay 27: Multi-class ClassificationMulti-class Multi-class classification refers to classification problems where you can have more than just 2 possible output labels, so...
Sep 27, 20232 minDay 26: Activation FunctionsAlternatives to the Sigmoid Function So far, we have been using the sigmoid function in all the nodes in the hidden layers, but out...
Sep 26, 20232 minDay 25: Neural Network TrainingTensorFlow Implementation In previous post, we learned how to carry out forward pass in neural network. This week, we're going to go over...
Sep 14, 20232 minDay 24: Neural Network implementation in PythonForward Prop in a single layer In this section, we will explore implementation of forward propagation from scratch. We're going to take...
Sep 13, 20232 minDay 23: Building a Neural Networklet's look at the coffee roast data again: layer_1 = Dense(units=3, activation="sigmoid") layer_2 = Dense(units=1, activation="sigmoid") ...