Interactive hands-on training:


Create practices and processes to make equity and diversity real in your data products.


Following our step-by-step Framework including checklists and tools that will build your skills and allow you to immediately apply what you’re learning to a project on your team.


Join from anywhere in the world.

The training is designed for people using data to make decisions in the public and social sectors. 


Join a weekly live interactive class (recordings available if you can’t attend).

Build your skills with weekly hands-on tasks.

Receive private feedback from Heather by email over the entire course.

Successful participants receive a Certificate of Completion.


Very few people use data because they want to promote racist or sexist ideas. However, it’s very easy to accidentally fall into these traps, particularly in the data-centric aspects of research and evaluation. It’s really easy to make mistakes when using data.
A working understanding of how to incorporate ethics and equity into data products is essential. This is an interactive skill-building course that delivers a seven-step process, real-world examples at each step and tools and checklist to guide you in your work after participating in the course.
The work has been of value to researchers, evaluators, analysts, anyone who works with data, and anyone who needs to help design, interpret or make decisions based on data using an equity lens.

Next course starting in 2020

To save your seat, if you’d like an invoice sent to you or if you have questions, get in touch here.

This workshop/webinar is comprised of a series of online videos and downloadable PDF workbooks. Class/group/individual engagement with the content and instructors is available in the form of: Live instruction with Heather Krause/A live Q&A/access to moderated comments under the videos/A set number of email/phone/video chat interactions with course creators/An open online classroom involving discussion both moderated and unmoderated.

The duration of the live webinar is: N hours. OR The estimated length of course content is N hours, including N hours of video. It runs next on these dates/it is available on demand meaning that within 24 hours of receiving your payment the access links and additional materials will be emailed to you. You will have access to the content for N weeks after purchasing/You will have access to the content for as long as the content is supported online, at minimum 1 year from your purchase date, however, new versions of the workshops are not included in this purchase.

For additional questions regarding this course, contact

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