2020壹佰案例峰會：Amazon-Andrew Zhang-Amazon Machine Learning frameworks and workflow services.pdf

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1、2020, Amazon Web Services, Inc. or its Affiliates. 30-Nov-2020 Machine Learning on Amazon Cloud Implementing ML with SageMaker and Kubernetes 2020, Amazon Web Services, Inc. or its Affiliates. Agenda 1. Introduction (5min) 2. Amazon Cloud Foundational Services (10min) 3. Kubernetes and EKS (5min) 4.

2、 SageMaker (10min) 5. ML Use Case and Design Pattern (15min) 6. Future Outlooks (5min) 2020, Amazon Web Services, Inc. or its Affiliates. AWS Global Infrastructure 2020, Amazon Web Services, Inc. or its Affiliates. AWS Global Infrastructure 24 geographical regions, 1 local region, 77 availability zo

3、nes, 200+ POPs Region scale-out up to15 read replicas Availability six copies of data across three AZs; continuous backup to S3 Highly secure Network isolation, encryption at rest/transit Fully managed Managed by RDS: no hardware provisioning, software patching, setup, configuration, or backups 2020, Amazon Web Services, Inc. or its Affiliates. Petabyte scale Massively parallel Columnar Store Rel