shankarj67 / Awesome-Climate-Change-AI

A curated list of awesome things related to Climate change and AI.

Awesome Climate Change and AI

A curated list of awesome things related to Climate change and Machine learning

This is inspired from the content provided on https://www.climatechange.ai/.

Contents

• Resources
  • Official
  • Community
  • Conferences
  • Tutorials
  • Books
  • Courses
  • Videos
  • Paper

Resources

Official Resources

• Project Website - Official Climate Change website

Community

• Climate Change Forum - Discourse Board
• Study Group - Group to discuss on climate change related topics.

Conferences

• ICML2019 - All workshop video with slides.

• NeurIPS 2019 - Workshop to tackle Climate Change with Machine Learning

Tutorials

• Code cenntric youtube - Explanation of the original paper provided by climatechange.ai

Books

• The Ugly Fight: Unleashing Artificial Intelligence Against Global Warming

Courses

• Global Warming I: The Science and Modeling of Climate Change

• Global Warming II: Create Your Own Models in Python

Videos

• How Google's DeepMind is Using AI to Tackle Climate Change
• AI vs Climate Change: Insights from the Cutting Edge

Paper

• Research paper on climate change and AI

Blog

• https://medium.com/@alexmoltzau
• https://www.nationalgeographic.com/environment/2019/07/artificial-intelligence-climate-change/
• https://stanfordmlgroup.github.io/programs/aicc-bootcamp/
• https://medium.com/the-research-nest/how-to-tackle-climate-change-using-machine-learning-8ab12e73d261

Contribution Guidelines

Contributions are welcome to everyone interested in climate change and AI. I am looking for resources such as books, tutorials, blog etc. on climate change and AI.

Here is how easy this is to contribute:

1. Make an individual pull request for the resources you are adding.

2. If you think something belongs in the wrong category, or think there needs to be a new category, feel free to edit things too.