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") ...
Sep 13, 20231 minDay 22: Data in TensorFlowLet's take a look at how NumPy stores vectors and matrices: Examples 1 and 2 above are 2 dimensional matrix example 1: x = np.array([[1,...
Aug 25, 20233 minDay 21: TensorFlow Implementation Inference in code TensorFlow is one of the leading frameworks to implementing deep learning algorithms. In today's section, we will take...