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Build an AI Application with React and AWS SageMaker

via LinkedIn Learning

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Overview

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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