AWS Flash – Sustainability Strategies with Generative AI

In this learning module, we provide guidance from the Sustainability Pillar of the AWS Well-Architected Framework to reduce the carbon footprint of your Generative AI workloads, and particularly for more common Machine Learning applications.

• Course level: Intermediate
• Duration: 20 minutes

Activities

On-demand video

Course objectives

In this course, you'll learn: best practices for each of these to help review and refine your workloads, maximize utilization while minimizing inefficiencies, and optimize total resources deployed and powered to support your workload.

Target audience

This course is aimed at: 200 level (Intermediate) Customers (Architects)

Requisites

We recommend that people who meet the following requirements take this course: 100 (level) Introductory courses on SkillBuillder on Sustainability. Specifically,

• Sustainability Transformation with AWS
• AWS SimuLearn: Sustainability Reporting
• Decarbonization with AWS Introduction

Course outline

Module 0: Introduction

Module 1: Sustainable strategies for compute

Module 2: Sustainable strategies for data

Module 3: Sustainable strategies for managing key data

Module 4: Sustainable strategies summary

Deep Dive Resources

• https://aws.amazon.com/sustainability/
• https://sustainability.aboutamazon.com/products-services/the-cloud
• https://docs.aws.amazon.com/wellarchitected/latest/sustainability-pillar/cloud-sustainability.html
• https://aws.amazon.com/aws-cost-management/aws-customer-carbon-footprint-tool/