This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey.
AWS Trainium and Inferentia are purpose-built accelerators designed to improve the efficiency and cost-effectiveness of machine learning workloads. In this course, you will learn the technical concepts and benefits of AWS AI accelerators, as well as adoption resources and support. You will explore EC2 Trainium and Inferentia instances that address different workload needs, offering strong price-performance benefits and enhanced AI capabilities.
- Course level: Fundamental
- Duration: 30 minutes
Course objectives
- Understand what AWS AI accelerators are and their evolution
- Identify the business and technical benefits of using AWS AI accelerators
- Explore Trainium-based and Inferentia-based Amazon EC2 instances
- Understand AI acceleration capabilities with Trainium and Inferentia
Intended Audience:
- ML Developers/Engineers
- Cloud Architects
- Cloud Operators
- DevOps Engineers
- Platform Engineers
- Platform Engineers
- Data Scientists
Prerequisites
- None
Course outline
- Module 1: What are AWS AI Accelerators?
- Module 2: Business and Technical Benefits
- Module 3: Trainium-based and Inferentia-based EC2 Instances
- Module 4: AI Acceleration on Trainium and Inferentia