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LinkedIn Learning

Build an AI Application with React and AWS SageMaker

via LinkedIn Learning

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Overview

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

Syllabus

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

Taught by

Emmanuel Henri

Reviews

5 rating at LinkedIn Learning based on 12 ratings

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