Machine Learning Engineering on AWS

Table of Contents

1. Introduction to ML Engineering on AWS
2. Deep Learning AMIs
3. Deep Learning Containers
4. Serverless Data Management on AWS
5. Pragmatic Data Processing and Analysis
6. SageMaker Training and Debugging Solutions
7. SageMaker Deployment Solutions
8. Model Monitoring and Management Solutions
9. Security, Governance, and Compliance Strategies
10. Machine Learning Pipelines with Kubeflow on Amazon EKS
11. Machine Learning Pipelines with SageMaker Pipelines