Step 1: TheoryTheory Article
Recurrent Neural Networks Wiki
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Implementing a Simple RNN
Solve the challenges and apply your knowledge interactively.
Hard30 min estimated study
Overview
Model recurrent step processes to encode historical parameters.
Learning Objectives
- Track hidden state updates
- Evaluate hyperbolic tangent steps
Prerequisites
Item #59Batch Normalization Layer
LockedTracking Control
Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise