Week 1: Introduction to Deep Learning
Understand the significant technological trends driving deep learning development and where and how it’s applied.
Week 2: Neural Networks Basics
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
Week 3: Shallow Neural Networks
Build a neural network with one hidden layer using forward propagation and backpropagation.
Week 4: Deep Neural Networks
Understand the key computations underlying deep learning, use them to build and train deep neural networks, and apply them to computer vision.