The AI4Good Lab is a 7-week program that equips women and gender diverse people with the skills to build their own machine learning projects. We emphasize mentorship and curiosity-driven learning to prepare our trainees for a career in AI.
Next program May 6 - June 26, 2024
Build the fundamentals of your career in AI.
Study machine learning.
Dive into the fundamentals of machine learning to see problems in different ways, answer important questions, and inspire confidence in your new skills.
Build enduring relationships.
Explore the world of AI with our speakers and lecturers, and refine your interests with guidance from your mentors and teaching assistants.
Develop projects with a purpose.
Reinforce your new skills with team-driven machine learning projects. Raise each other up and collaborate on solutions that drive social progress.
Share your voice.
AI thrives from a diversity of perspectives. Bring yours to our supportive network of and gender diverse people who are changing the culture in technology and shaping the future of AI as a tool for social good.
How you will learn.
Weeks 1 — 4 ML Bootcamp.
Learn.
Gain a technical introduction and a big-picture overview of AI from our lectures and talks. Our lectures cover neural networks, CNNs, RNNs, natural language processing, and reinforcement learning. Our talks contextualize the lectures by showcasing real-life applications of AI and discussing pressing ethical challenges.
Network.
Network with representatives from our sponsors and explore the opportunities available to you in the industry. The connections you make with peers and professionals alike are designed to serve you throughout your career!
Practice.
Solve hands-on exercises, put your new skills into action at our mini data-processing hackathon, and have all your questions answered by your graduate-level TAs.
Weeks 5 — 7 Team Projects.
Build.
Cement your newly acquired knowledge in AI by working in teams to develop a machine learning prototype, from start to finish.
Mentorship.
Enhance your projects with guidance from your mentors who join us from our partners in the AI industry.
For Good.
Use your project as an opportunity to explore solutions to real-world problems and evolve your understanding of ethical design principles.
Locations.
The regional programs all offer the same core education while showcasing the local identity of each vibrant AI community. Whether you join us in-person from Edmonton, Montreal, Toronto, or virtually across Canada, the skills and network you gain at the Lab will kickstart your journey into AI.
The Montreal cohort is hosted at Mila.
Located in the heart of Quebec’s Artificial Intelligence ecosystem, Mila is a community of more than 1,000 researchers specializing in machine learning and dedicated to scientific excellence and innovation. Our mission is to be a global pole for scientific advances that inspires innovation and the development of AI for the benefit of all.
The Edmonton cohort is hosted in partnership with Amii.
The Alberta Machine Intelligence Institute (Amii) is one of Canada’s three centers of AI excellence, advancing leading-edge research and growing AI capabilities in industry through advice and guidance, corporate training, talent development and advanced technology adoption.
The Toronto cohort is hosted in partnership with Vector Institute, CIFAR, and the Design Fabrication Zone at TMU.
CIFAR is a Canadian-based global research organization that convenes extraordinary minds to address the most important questions facing science and humanity. Since 2017, the CIFAR Pan-Canadian AI Strategy has been transforming AI research, training and innovation in Canada by building strong AI ecosystems and attracting, creating, and supporting talent across the nation.
The Vector Institute is an independent, not-for-profit corporation dedicated to research in the field of artificial intelligence (AI), excelling in machine and deep learning. Established in March 2017 with generous support from the Government of Canada, Government of Ontario, and private industry, Vector works with institutions, industry, start-ups, incubators and accelerators to advance AI research and drive its application, adoption and commercialization.
The Design Fabrication Zone (DFZ) is a community of interdisciplinary designers and fabricators. The DFZ supports the advancement of early-stage inventions, businesses and creative installations by providing business advice, technical expertise and hands-on prototyping. We provide *membership-based* support and services, in addition to hosting special opportunities for students and members of the public to learn and work in our downtown headquarters in The Creative School Innovation Studio at Toronto Metropolitan University.
Learn from experts in the field.
FAQ.
Other questions? Please email us at info@ai4goodlab.com
What our alumni say.
“I think the Lab gave me the confidence that I could actually work in the AI industry, even though I did not study computer science. I am grateful that the AI4Good Lab helped me with creating a vision for my future.”
Kamun Karl Itaj
AI4Good Lab Alumni
“I am thankful that my first AI experience was developing an application for social good. This will remain with me throughout my future endeavours, where I will consider the ethical implications and social good aspects of any AI applications I work on.”
Joud El-Shawa
AI4Good Lab Alumni
“The Lab is one of the best opportunities I've had in my life. I learned so much not only about AI, machine learning and the industry but also about myself. The connections made and the bonds formed with the other participants will be preciously kept for a long time.”
Aurélie Nguyen
AI4Good Lab Alumni