DLS Course 1 - Week 3
Shallow Neural Network Neural Networks Overview Last week, we had talked about logistic regression, and we saw how this model corresponds to the following computation draft, where you didn’t put...
DLS Course 1 - Week 2
Logistic Regression as a Neural Network Binary Classification Logistic regression is an algorithm for binary classification. Here’s an example of a binary classification problem. You might have an input of...
DLS Course 1 - Week 1
Welcome to the Deep Learning Specialization Courses in this sequence Neural Networks and Deep Learning Improving Deep Neural Networks: Hyper-parameter tuning, Regularization and Optimization Structuring your Machine Learning project Convolutional...
CS229a - Week 11
Problem Description and Pipeline The photo OCR problem focuses on how to get computers to read the text in images that we take. Photo OCR pipeline Text detection Character segmentation...
CS229a - Week 10
Gradient Descent with Large Datasets Learning with Large Datasets One of the reasons that learning algorithms work so much better now than even say, 5-years ago, is just the amount...