Steamlabs consults for organisations worldwide, developing programs to teach AI, coding, digital fabrication and other STEM topics. The goal of our AI programs is for people to have a broad understanding of Artificial Intelligence to use it as a tool in their lives as well as to empower them to advocate for equitable, ethical policies from companies and governments.



At Steamlabs, we believe that understanding AI technology and the fundamentals of machine learning does not have to be intimidating and inaccessible for anyone to start learning. These complex systems can be broken down into approachable and easy to follow interactive activities and explanations.


All activities come with easy to follow teaching guides and workshops!

We have developed a series of Artificial Intelligence education programs. Our programs tackle diverse aspects of AI technology from the technology inside the black box to the social disruption and ethical problems they create. They are grounded in the education principles of inquiry learning to foster skills needed in the 21st century such as critical thinking, creativity, communication and collaboration. The topics are chosen to be relevant to the lives of the participants by making them useful and interesting.

We are publishing these activities here for use by educators worldwide. We welcome your feedback and would love to hear from you about how these can be useful to your organization. Reach out to us at!

We are grateful to Amazon Future Engineer and Actua for funding this work!

Licensed under Attribution-ShareAlike 4.0 International. You are free to share, copy, redistribute, remix, transform and build upon the material for any purpose, even commercially as long as: appropriate credit is given, license link is provided and changes are indicated and distributed under same license. Full details of this license can be found here:

Green Energy Forecast

Predict a Pie

Movie Mashup

AI Animated Slogan

Vision Recognition

Fossil fuel forecast throughout the day

Green Energy Forecast

Did you know that at different times of day, your electricity might be completely green, and at other times it might be generated completely by fossil fuels? Become a data scientist, evaluate different data sources, and build a working AI model to predict the actual mix for your region. You can use your personal Green Energy Forecast to make decisions on when to use the most electricity and when to be frugal.

Technical Concepts

  • Linear regression in AI
  • Linear regression to make predictions
  • Data analysis with linear regression
  • Machine Learning


Ethical Concepts

  • What happens when we incorrectly analyze our data?
  • What happens when we dont use data that correlates with our output?
  • How do we mitigate distracting data from the data we need



Marble Runs, Mechanisms and AI Judges

Build a marble race track with marble flippers, servo-activated starting gates and even train a full-fledged AI judge to impartially tell you the winner of each race!

Vision Recognition AI for Zookeeper

Vision Recognition AI for Zookeepers is the first in a series of workshops designed to give kids an overview of Artificial Intelligence (AI) and Machine Learning (ML) technologies and societal implications. 


 Children build confidence in the use of hand-tools and digital fabrication machines such as our laser-cutter or our bank of 3D printers. They learn to code using physical robotics, progressing quickly from MakeCode to industry-standard Python.