Day 27: Multi-class Classification
Multi-class Multi-class classification refers to classification problems where you can have more than just 2 possible output labels, so...
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Joan Kusuma
Sep 26, 20232 min read
Day 26: Activation Functions
Alternatives 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 min read
Day 25: Neural Network Training
TensorFlow 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 min read
Day 24: Neural Network implementation in Python
Forward 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 min read
Day 23: Building a Neural Network
let's look at the coffee roast data again: layer_1 = Dense(units=3, activation="sigmoid") layer_2 = Dense(units=1, activation="sigmoid") ...
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