Build an AI Application with React and AWS SageMaker

Build machine learning applications using your own data—but let Amazon host the project.

Introduction

• Build an AI application with React and SageMaker
• Course prerequisites

1. Introduction and Setup

• Basics of machine learning
• Introduction to SageMaker
• AWS SageMaker setup
• Initializing the React project

2. Feature Engineering

• Introduction to SageMaker Data Wrangler
• Data cleaning and processing with Data Wrangler
• Feature engineering and transforming data

3. Training and Deployment

• Overview of algorithms and the training process
• Train the model with Autopilot
• Review models and deploy
• Predict and clean up resources

4. React Front End

• Base app component
• Form component
• Results component
• Finish results component

Conclusion

• Continue learning SageMaker