Practical Challenges and Best Practices

Practical Challenges and Best Practices (slides) English Español Português

Overview lecture Introductory Educational materials Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Tackling Climate Change with Machine Learning

Video series Introductory Research Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Climate Change and AI: Recommendations for government action

Report (NGO/non-profit) Introductory Research Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Measuring the environmental impacts of AI

Preprint paper Intermediate International organization Global Impact Assessment Reinforcement Learning Supervised Learning Unsupervised Learning

LAC Climate Edge Report – Landscape overview of Climate Tech

Report (NGO/non-profit) Introductory NGO/non-profit South America Cross-cutting Climate

EU Artificial Intelligence Act

Policy document Advanced Policy Europe Impact Assessment Reinforcement Learning Supervised Learning Unsupervised Learning

US OSTP Blueprint for an AI Bill of Rights

Policy document Advanced Policy North America Impact Assessment Reinforcement Learning Supervised Learning Unsupervised Learning

Biden-Harris Executive Order on AI

Policy document Advanced Policy North America Impact Assessment Reinforcement Learning Supervised Learning Unsupervised Learning

African Union Continental Artificial Intelligence Strategy

Policy document Intermediate Policy Africa Impact Assessment Reinforcement Learning Supervised Learning Unsupervised Learning

Climate Smart Shrimp Tool

Web application Intermediate Research Asia Ecology Supervised Learning

SpeciesNet

Data/Code Repository Advanced Research Global Ecosystems & Biodiversity Supervised Learning

Hugging Face Model Cards Writing Tool

Tool Introductory Industry Global Reinforcement Learning Supervised Learning Unsupervised Learning

GainForest.Earth App

Web application Introductory Global Forests Supervised Learning

The FAIR Guiding Principles for scientific data management and stewardship

Journal article Introductory Research Global Reinforcement Learning Supervised Learning Unsupervised Learning

The CARE Principles for Indigenous Data Governance

Journal article Introductory Research Global Local and Indigenous Knowledge Systems Reinforcement Learning Supervised Learning Unsupervised Learning

ML Model Cards

Blog post Introductory Industry Global Reinforcement Learning Supervised Learning Unsupervised Learning

Code Green

Podcast Introductory NGO/non-profit Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

The CityLearn Challenge

Challenge Intermediate Research Global Buildings Power & Energy Reinforcement Learning

XPrize Rainforest

Challenge Advanced Research Global Forests Reinforcement Learning Supervised Learning Unsupervised Learning

Deep learning of nanoporous materials for chemical separations

Blog post Intermediate Research Global Chemistry & Materials Supervised Learning

Images of AI library

Data/Code Repository Intermediate NGO/non-profit Global Supervised Learning Unsupervised Learning

Better Images of AI: A Guide for Users and Creators

Report (NGO/non-profit) Introductory NGO/non-profit Global Supervised Learning Unsupervised Learning

Archival Images of AI Playbook: How to Create Better Images of AI through Digital Heritage

Report (NGO/non-profit) Introductory NGO/non-profit Global Supervised Learning Unsupervised Learning

Guide to Attributing Better Images of AI

Report (NGO/non-profit) Introductory NGO/non-profit Global Supervised Learning Unsupervised Learning

AfriNet: Connecting Africa Through Climate Data

Data/Code Repository Intermediate NGO/non-profit Africa Weather & Climate Supervised Learning

Artificial Intelligence for Climate Action: Advancing Mitigation and Adaptation in Developing Countries

Report (international organization) Introductory International organization Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Integrating AI into Climate Action: Enhancing Climate Technology Capacity in Asia-Pacific Countries

Report (international organization) Introductory International organization Asia Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Bezos Earth Fund Climate and Nature Grand Challenge

Challenge Advanced Philantropy Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Google.org Impact Challenges

Challenge Advanced Industry Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Manchester Prize for AI in energy, environment and infrastructure

Challenge Advanced Policy Europe Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Microsoft AI for Earth Grants

Challenge Advanced Industry Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Climate Change AI Innovation Grants

Challenge Advanced NGO/non-profit Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Lacuna Fund Call for Datasets for Machine Learning for Climate

Challenge Advanced Philantropy Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Mozilla Technology Fund Cohort on Open-Source AI for Environmental Justice

Challenge Advanced NGO/non-profit Global Cross-cutting Climate Reinforcement Learning Supervised Learning Unsupervised Learning

Africa Policy Tool

Challenge Intermediate NGO/non-profit Africa Reinforcement Learning Supervised Learning Unsupervised Learning

Caltech Computer Vision for Ecology Workshop

Lecture series Intermediate Educational materials Global Ecology Supervised Learning

Climate Change AI Summer School

Lecture series Introductory Educational materials Global Cross-cutting Climate Reinforcement Learning Unsupervised Learning Supervised Learning

AfriWiki

Tool Introductory NGO/non-profit Africa Cross-cutting Climate Climate Justice Unsupervised Learning Supervised Learning Reinforcement Learning

GeoAI-Africa

Web application Introductory NGO/non-profit Africa Cross-cutting Climate Behavioral and Social Science Reinforcement Learning Supervised Learning Unsupervised Learning

Computational Sustainability Network

Web application Introductory NGO/non-profit Global Cross-cutting Climate Behavioral and Social Science Reinforcement Learning Supervised Learning Unsupervised Learning

Climate Informatics

Web application Introductory Research Global Cross-cutting Climate Climate Science & Modeling Reinforcement Learning Supervised Learning Unsupervised Learning

Work on Climate

Web application Introductory NGO/non-profit Global Cross-cutting Climate Behavioral and Social Science Reinforcement Learning Supervised Learning Unsupervised Learning

Digital Futures Lab

Web application Introductory NGO/non-profit Asia Cross-cutting Climate Behavioral and Social Science Reinforcement Learning Supervised Learning Unsupervised Learning

Data Science Africa

Web application Introductory NGO/non-profit Africa Reinforcement Learning Supervised Learning Unsupervised Learning

Deep Learning Indaba

Web application Introductory NGO/non-profit Africa Reinforcement Learning Supervised Learning Unsupervised Learning