Further resources to deepen your understanding of AI, Indigenous data sovereignty, and responsible technology adoption.
Additional Resources
Free AI Training & Courses
First Nations Technology Council — Pathways to AI
https://www.technologycouncil.ca/pathways-to-ai/
Our free, self-paced 1.5-hour course for Indigenous people and organizations to understand how today's artificial intelligence tools work and where they can (and cannot) support Indigenous-led work, governance, and Nation-building.
AI Fundamentals Micro-Course Series — Durham College
https://microlearnontario.ca/ai-fundamentals/
A free, accessible micro-course series covering AI fundamentals for learners at all levels. Suitable for community members and practitioners new to AI.
AWS AI Training Series
https://aws.amazon.com/training/learn-about/ai/
Amazon Web Services offers a broad library of free AI and machine learning courses ranging from beginner to advanced, covering AI concepts and practical cloud-based tools.
OpenAI Academy
https://academy.openai.com/public/content
Free courses from OpenAI covering the basics of AI, prompt engineering, and responsible use of large language models.
LangChain Academy
https://academy.langchain.com/collections
Free technical courses focused on building AI applications and understanding how large language models are connected to real-world tools and data.
Hugging Face AI Courses
Free, community-developed courses on machine learning, natural language processing, and working with open-source AI models. Suitable for those wanting to go deeper technically.
Deep Learning — Fast.ai
A highly regarded free course on deep learning, designed to be practical and accessible. Best suited to learners with some technical interest.
IBM SkillsBuild — AI Courses
https://skillsbuild.org/students/course-catalog/artificial-intelligence
Free AI literacy and applied AI courses from IBM, covering responsible AI, machine learning basics, and practical tools.
AI for Beginners — Microsoft
https://microsoft.github.io/AI-For-Beginners/
Microsoft's open curriculum for AI beginners — 12 weeks of lessons covering AI history, machine learning, neural networks, and practical applications.
MIT Open Learning — AI Courses
https://openlearning.mit.edu/news/13-foundational-ai-courses-resources-mit
A curated list of 13 foundational AI courses and resources from MIT, ranging from conceptual introductions to more technical treatments.
Canadian AI Policy Course
https://sites.google.com/aigs.ca/aigs-canadian-ai-policy-course/home
A free course on AI governance and policy in the Canadian context, covering regulatory frameworks, ethics, and the policy landscape relevant to organizations working in Canada.
Paid AI Training & Courses
Google - AI Essentials
https://www.coursera.org/specializations/ai-essentials-google
Beginner course to learn more about AI skills to use in daily tasks. Additional AI courses are available on Coursera. You can often get a free trial. Certificates available.
Codecademy — AI & Machine Learning
https://www.codecademy.com/catalog/subject/artificial-intelligence
Interactive, hands-on coding and AI courses. Best suited to learners who want to build practical technical skills alongside conceptual understanding.
Mila — Responsible AI Series on Udemy
https://mila.quebec/en/continuing-education/mila-on-udemy-foundations-in-responsible-ai-series
Courses from Mila (Quebec AI Institute) focused on the foundations of responsible AI — covering ethics, fairness, and AI governance. Offered through Udemy.
Amii — AI Literacy for Everyone
https://brightspace-store.amii.ca/product?catalog=AI-Literacy-For-Everyone
This course, offered by the Alberta Machine Intelligence Institute, is designed for non-technical learners who want to understand AI's impact and how to engage with it responsibly.
Indigenous Data Sovereignty, Data Governance, and Privacy
Global Indigenous Data Alliance (GIDA)
The international body that developed the CARE Principles for Indigenous Data Governance. An essential resource for understanding the global Indigenous data sovereignty movement and connecting with Indigenous data leaders worldwide.
Indigenous Data Lab — Networks
https://indigenousdatalab.org/networks/
A directory of Indigenous data sovereignty networks and initiatives globally. Useful for identifying organizations, research groups, and communities working on Indigenous data sovereignty in different regions.
DataBack — Animikii
https://databack.animikii.com/
Animikii's DataBack initiative supports Indigenous Peoples in reclaiming control over their data. Includes webinar recordings, resources, and tools for communities and organizations.
DataBack — Understanding and Resisting Generative AI
https://animikii.com/databack/understanding-and-resisting-generative-ai
A specific DataBack resource focused on helping Indigenous communities understand generative AI and its risks, and develop informed, grounded responses.
Indigenous Data Alliance
A US-based organization that offers training for Indigenous Peoples to lead data and policy work grounded in Indigenous knowledges, sciences, and priorities, as well as offers support in creating the legal, technological, and procedural infrastructure needed to exercise full authority over their data.
Indigenous Data Authority
https://indigenousdataauthority.world/
An international body working to establish Indigenous authority in data governance, research, and technology systems at a global level.
BC First Nations Data Governance Initiative (BCFNDGI)
A BC-based initiative supporting First Nations in asserting authority over their data. Includes resources on data governance, tools, and Nation-led demonstration projects.
BC First Nations — Nation-Led Demonstration Projects
https://www.bcfndgi.com/nationled-demonstration-projects
Case studies and examples of First Nations in BC building their own data governance systems. Practical and grounded in real community contexts.
Indigenous Data Toolkit
https://indigenousdatatoolkit.ca/
A practical toolkit supporting Indigenous communities and organizations in developing data governance capacity, policies, and practices.
First Nations Information Governance Centre (FNIGC)
The home of OCAP® — the Ownership, Control, Access, and Possession principles for First Nations data governance. Essential reading for any organization working with First Nations data in Canada.
Tribal Digital Sovereignty Guidebook — ASU Law
https://apps.law.asu.edu/FB/Tribal-Digital-Sovereignty-Guidebook-November-2025/index.html
A comprehensive, freely available guidebook on Tribal digital sovereignty from Arizona State University's law school. Covers legal frameworks, governance, infrastructure, and practical strategies (November 2025).
Indigenous Data: A Primer on Sovereignty
A resource hub for understanding Indigenous data rights, sovereignty principles, and governance frameworks across different national contexts.
IAPP Privacy Training
The International Association of Privacy Professionals offers certifications in privacy and AI governance that are useful for practitioners building privacy and governance frameworks.
Network Sovereignty: Building the Internet Across Indian Country
https://birchbarkbooks.com/products/network-sovereignty
By Marisa Elena Duarte. An in-depth examination of how Indigenous communities are building their own internet infrastructure and what that means for sovereignty, governance, and self-determination. Available through Birchbark Books, an Indigenous-owned bookshop.
Indigenous Data Sovereignty: Toward an Agenda
Edited by Tahu Kukutai and John Taylor. A foundational academic text on the field of Indigenous data sovereignty, drawing on contributions from Indigenous scholars across Australia, New Zealand, Canada, and the United States. Available through ANU Press (open access) and major booksellers.
Community-Owned Infrastructure, Sovereign Data Centres, and Technology
Build Your Own Data Centre — BCFNDGI
https://www.bcfndgi.com/build-your-own-data-centre
A practical resource from the BC First Nations Data Governance Initiative guiding Nations through the process of planning, building, and operating their own data infrastructure. Covers technical, governance, and financial considerations.
CyberCloud AI — Indigenous Data Services
https://www.cybercloud-ai.com/
A technology service provider offering cloud and AI infrastructure services. Worth reviewing for organizations exploring sovereign or locally hosted technology options.
Makwa Technologies — Sovereign Data Centre on First Nation Land
https://makwa7.com/services/sovereign-data-centre-located-on-first-nation-land/
Makwa Technologies operates a data centre physically located on First Nation land, offering community-controlled hosting options for Nations seeking greater data sovereignty.
Katlo Technologies — IceFox Data Center
An Indigenous-owned data centre provider offering secure, community-aligned infrastructure services for First Nations organizations.
Niiwin
Niiwin puts communities in control of their data by building custom databases that respect both research data governance principles like CARE, FAIR, OCAP® and community knowledge protocols.
Work Tree
Although not Indigenous-owned, Work Tree hosts cloud infrastructure for code projects fully in Canada.