Introduction to Machine Learning 5/9

Aug 25, 20231 min read

Day 20: Inference-making predictions (forward propagation)

Let's take what we have learned and put it together into an algorithm to let our neural network make inferences or predictions. This will...

Aug 18, 20232 min read

Day 19: Neural Network Model

Neural Network Layer The fundamental building block of most modern neural networks is a layer of neurons. In this section, we will learn...

Aug 17, 20232 min read

Day 18: Introduction to Neural Network

Neural Network Layer The fundamental building block of most modern neural networks is a layer of neurons. Today, we'll learn how to...

Aug 14, 20232 min read

Day 17: Cost Function with Regularization

Note: in this article we used the term hyper-parameters and parameters interchangeably, lambda and learning-rate are usually referred to...

Jul 19, 20231 min read

Day 16: Overfitting

The problem of overfitting Overfitting happens when the model or prediction fits the training set too well, but doesn't generalize well...