Introduction

Get started by understanding the core objectives of the Ethical AI Hackathon and how your project can make a difference in climate action. Review the challenge details, key requirements, and ethical considerations to ensure your project aligns with the mission.

Tools and Technologies

 

Tools and Technologies

Here are some recommended tools and technologies to use:

  • Programming Languages: Python, JavaScript

  • Frameworks: TensorFlow, PyTorch, Flask, D3.js

  • Visualization Tools: Plotly, Matplotlib, Leaflet

  • AI Explainability Tools: LIME, SHAP, Feature Importance Scores

  • Data Sources: TARTLE Citizen-Collected Data, NOAA Climate Data, Other Public Climate Datasets

Inspiration

  • Example 1: A visualization tool that merges citizen-collected data with public records to reveal local climate trends.

  • Example 2: A bias detection algorithm designed to ensure data integrity used in environmental impact assessments.

Contact Us & Support Channels

Email: [email protected]

Slack: Santa Fe Business Incubator AI Hackathon 2024