Accelerate Deep Learning Workloads with Amazon SageMaker

Table of Contents

1. Introducing Deep Learning with Amazon SageMaker
2. Deep Learning Frameworks and Containers on SageMaker
3. Managing SageMaker Development Environment
4. Managing Deep Learning Datasets
5. Considering Hardware for Deep Learning Training
6. Engineering Distributed Training
7. Operationalizing Deep Learning Training
8. Considering Hardware For Inference
9. Implementing Model Servers
10. Operationalizing Inference Workloads