Book Content
chapters • 18h28m total length
1. Introducing Amazon SageMaker
2. Handling Data Preparation Techniques
3. AutoML with Amazon SageMaker Autopilot
4. Training Machine Learning Models
5. Training CV Models
6. Training Natural Language Processing Models
7. Extending Machine Learning Services Using Built-In Frameworks
8. Using Your Algorithms and Code
9. Scaling Your Training Jobs
10. Advanced Training Techniques
11. Deploying Machine Learning Models
12. Automating Machine Learning Workflows
13. Optimizing Prediction Cost and Performance
