| 1. Base app component.mp4 | 12 MB | ||
| 1. Basics of machine learning.mp4 | 2.6 MB | ||
| 1. Build an AI application with React and SageMaker.mp4 | 4 MB | ||
| 1. Continue learning SageMaker.mp4 | 1.1 MB | ||
| 1. Introduction to SageMaker Data Wrangler.mp4 | 17.1 MB | ||
| 1. Overview of algorithms and the training process.mp4 | 6.7 MB | ||
| 2. Course prerequisites.mp4 | 919.3 KB | ||
| 2. Data cleaning and processing with Data Wrangler.mp4 | 13.6 MB | ||
| 2. Form component.mp4 | 13.5 MB | ||
| 2. Introduction to SageMaker.mp4 | 3 MB | ||
| 2. Train the model with Autopilot.mp4 | 9.7 MB | ||
| 3. AWS SageMaker setup.mp4 | 4.3 MB | ||
| 3. Feature engineering and transforming data.mp4 | 16.4 MB | ||
| 3. Results component.mp4 | 16.9 MB | ||
| 3. Review models and deploy.mp4 | 11.1 MB | ||
| 4. Finish results component.mp4 | 25.1 MB | ||
| 4. Initializing the React project.mp4 | 4.9 MB | ||
| 4. Predict and clean up resources.mp4 | 4.3 MB | ||
| Ex_Files_AI_App_React_AWS_SageMaker.zip | 20.4 MB | ||
| ▲ 19 total files | |||
Quote:
Course details
When you want a lot more control over your data, but don't want to manage machine learning tools locally, AWS SageMaker can provide the bridge you need. In this course, Emmanuel Henri shows you how to train SageMaker on your data, tune the results, and then connect it to a React-based application for delivery to your users. Emmanuel takes you through the process step by step, from the initial setup of the project, to feature engineering, training and deployment, and working with the React front end.
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