ai-lab-makerere/courses-on-open-and-unbiasedai-training-data

Replication Kit for the Artificial Intelligent for All Series of Courses on Open and un-biased AI Training Data

Replication Kit for AI For All Course Series on Open AI Training Data for the African Context

Makerere University, Uganda, with support from the GIZ project "FAIR Forward - Artificial Intelligence for All" and the Ministry for Economic Cooperation and Development (BMZ) have developed a series of courses under the Artificial Intelligence for All Series on how to create open, locally relevant and unbiased AI training data for AI practitioners in Africa.

The courses are targeted at researchers, developers, hobbyists and anyone interested in training AI models relevant to the African context.

The series is hosted on on the atingi platform and is free for all. The courses are:

• Artificial Intelligence for All: Open AI Training Data for African Languages

• Artificial Intelligence for All: Open AI Training Data for Earth Observation

• Artificial Intelligence for All: How to prepare open training data and share it for re-use by others following international standards

• Artificial Intelligence for All: How to eliminate or mitigate biases in Artificial Intelligence training data

• Artificial Intelligence for All: How to Create and Sustain Open AI Image Training Data

This repository hosts a replication kit together with guidelines for anyone interested to:

1. Make their copy of the courses and host it on a compatible platform.
2. Make edits to the course content, including the course videos and text to fit their own context and branding or to include their original content.

Course Videos

The final, uninterrupted, full length course videos are located in the Videos folder.

Deploying your own version of the course

The files needed and the instructions on how to deploy your own versions of the courses on a SCORM compatible LMS can be found in the SCORM folder. This also includes instructions on how to edit the course text.

Deployments

To have your deployment included on the list, make a pull request to this repository summarizing the details of your deployment.

1. Makerere University, Kampala Uganda: Deployment to the University LMS System, MUELE, based on the exported SCORM packages.

Replication Kit

The Course Videos Replication Kit provides instructions on how one would go about editing the course video source materials to generate their version of the course.

Copyright and License

All materials are available as open educational resources under the Creative Commons Attribution Share-Alike(CC-BY-SA) license, can be adopted, translated and reused.

If you make your own copy of the course, inform the the contributors so that it is listed in the *Deployments* section.

courses-on-open-and-unbiasedai-training-data's Issues

Add Contributors Section

Add a list of all major contributors at the bottom of the main README page

Optimize Course image sizes

The course images take too long to load. They need to be resized to the size of their containers to speed up the page load speed.