WEEK 5

Posted 2021-01-24 keyshaw

WEEK 5

Neural Networks: Learning

In this module, we introduce the backpropagation algorithm that is used to help learn parameters for a neural network. At the end of this module, you will be implementing your own neural network for digit recognition.
8 videos, 8 readings

Video: Cost Function

Reading: Cost Function

Video: Backpropagation Algorithm

Reading: Backpropagation Algorithm

Video: Backpropagation Intuition

Reading: Backpropagation Intuition

Video: Implementation Note: Unrolling Parameters

Reading: Implementation Note: Unrolling Parameters

Video: Gradient Checking

Reading: Gradient Checking

Video: Random Initialization

Reading: Random Initialization

Video: Putting It Together

Reading: Putting It Together

Video: Autonomous Driving

Reading: Lecture Slides

Programming: Neural Network Learning

Graded: Neural Networks: Learning