Green Computing Courses and Certifications

Amazon Web Services;  Amazon

Sustainability Strategies with Generative AI (简体中文)

学习使用 AWS Well-Architected Framework 的可持续发展支柱，降低生成式 AI 工作负载的碳足迹。

• AWS Skill Builder
• 20 minutes
• Self-Paced
• Free Certificate

Les défis de l'IA frugale

Comprendre les impacts environnementaux de l’intelligence artificielle et découvrir les défis de l’IA frugale pour concilier innovation, sobriété numérique et limites planétaires.

• France Université Numerique
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Decarbonization with AWS Introduction (繁體中文)

介紹 AWS 客戶碳足跡工具如何支援去碳化、永續發展目標與成本節省。

• AWS Skill Builder
• 15 minutes
• Self-Paced
• Free Certificate

Sustainability in the Digital Age: Efficient AI Techniques in the LLM Era

Learn efficient AI methods that cut energy use: deep learning model compression, low-bit quantization for large language models, collaborative inference, and open-source tools and models.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Sustainability in the digital age: Energy-Efficient Software Development

Develop energy-efficient software: apply algorithmic efficiency and green testing, measure the CO2 emissions and energy use of applications and LLMs, and run data centers efficiently.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

PyCon US

Salvemos los pingüinos con el green computing

Descubre el green computing y su impacto ambiental. Aprende estrategias para reducir la huella ecológica en data centers y programación con Python, contribuyendo a un futuro digital más sostenible.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Fighting Climate Change by Building Sustainable Software

Practical ways to reduce software’s environmental footprint, from lowering network and data-center energy use to rearchitecting apps and choosing efficient programming languages.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

How Microsoft is Leading the Way to Sustainable Software

An introduction to green software explores how app design and cloud computing can reduce the software industry's carbon impact.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Sustainable Software Engineering - Building Carbon-Efficient Applications

An introduction to reducing software’s carbon impact, from carbon intensity and embodied carbon to energy proportionality.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

Google Cloud Tech

Switching to Serverless Architecture: Saving Money and Reducing Carbon Footprint

Reduce carbon footprint and costs by adopting serverless architecture. Learn how it improves efficiency for developers, billing, and CO2 emissions compared to traditional infrastructure.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Why Julia is the Future for Data Science Projects

Explore Julia's advantages for data science, including speed, economic viability, and reduced carbon footprint compared to R and Python.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Code Sync

A Case Study About Comparative Programming Languages' Energy Consumption

Explore comparative energy consumption of programming languages through experiments and case studies. Gain insights into eco-friendly coding practices and cost-saving strategies.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Kubesimplify

Reduce CO2 Footprint of Your Kubernetes Clusters Using Kube Green

Reduce Kubernetes cluster CO2 footprint with Kube-green: Learn to implement pod sleep schedules during weekends and off-hours for improved sustainability.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

GOTO Conferences

Energy-Efficient Software Architecture for Developers

Explore practical architectural tactics for reducing software energy use, including how to measure power consumption and compare design choices.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Carbon Footprint Aware Software Development

Explore how software developers can measure and reduce the environmental impact of code, including environmental regression analysis in CI/CD pipelines.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk