AI RESOURCES
People worldwide are creating and sharing amazing resources on Ethical AI alignment and AI literacy. Our uniting Ethos is to use AI as a tool for GOOD.
AI TOOLS
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Digital Maturity Assessment tool (DMAT)
DMAT is targeting any company that wants to perform a complete self-assessment. The Open DMAT has the same questions as the DMAT used by EDIHs, but it only provides results of your individual company
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AI Incident Database
You are invited to explore the incidents collected to date, view the complete listing, and submit additional incident reports. Researchers are invited to review our working definition of AI incidents.
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OECD.AI
Catalogue of tools for Trustworthy AI
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Hugging Face
EVALUATE: A library for easily evaluating machine learning models and datasets.
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AI Management Essentials (AIME)
DSIT- conducted a literature review of key frameworks and standards and have based the tool on 3 prominent frameworks:
1) ISO/IEC 42001
2) NIST Risk Management framework
3) EU AI Act
Available Courses (FREE)
Get started on your AI literacy and upskilling with free resources curated from all over the world. Keep in mind some of these courses are developed by corporate sponsors and certification may require payment.
Elements of AI
The Elements of AI is a series of free online courses created by MinnaLearn and the University of Helsinki. We want to encourage as broad a group of people as possible to learn what AI is, what can (and can’t) be done with AI, and how to start creating AI methods. The courses combine theory with practical exercises and can be completed at your own pace.
Trinity Platform - Agile Manufacturing
For robotics and automation. These courses have been created to guide and support any interested party in implementing the provided technical solutions to their manufacturing systems.
It is recommended to have at least BSc in engineering, some content might require more advanced skills and competences.
Principles of Accountability
What does accountability actually mean, and how does it apply to AI ethics? We’ll also discuss what moral agency and responsibility mean and the difficulty of assigning blame.
Reducing Unfair Bias in Machine Learning
Learners will be provided an overview of AI fairness and bias concepts, how to measure bias in models and how to apply fairness algorithms to reduce unwanted bias.
It will also walk you through a demo of working of "AI Fairness 360" open source tool kit and using this tool kit on a real-world use-case. (IBM COURSE)
What is AI Ethics?
What does AI ethics mean and what role do values and norms play? We’ll also look at the principles of AI ethics that we will follow in this course.
AI & responsible Entrepreneurship
Are you interested in learning about the latest advancements in Artificial Intelligence (AI) and learn how to be a responsible entrepreneur in this field? Gain an understanding of SDGs and thier impact on how AI makes it possible to work towards these goals. Expand your understanding of design thinking and how innovative technologies work.
AI on Demand
The AI-on-Demand platform (AIoD) is a community-driven channel designed to empower European research and innovation in Artificial Intelligence (AI), while ensuring the European seal of quality, trustworthiness and explainability.
Here you can browse, search and access all the AI education resources currently indexed in the AI4EU AI-on-demand platform, including distance courses, onsite courses, and more.
DeepLearning.AI
DeepLearning.AI was founded in 2017 by machine learning and education pioneer Andrew Ng to fill a need for world-class AI education.
DeepLearning.AI has created high-quality AI programs on Coursera that have gained an extensive global following. By providing a platform for education and fostering a tight-knit community, DeepLearning.AI has become the pathway for anyone looking to build an AI career.
Google ML Courses
Each Machine Learning Crash Course module is self-contained, so if you have prior experience in machine learning, you can skip directly to the topics you want to learn. Badges to track your progress and certification at the end.
AI for Good - Skills Coalition
A key focus of the initiative is to address the need for AI skills development of IT professionals, particularly in developing and Least Developed Countries and with a special focus on women and girls, to equip them with the tools and knowledge to support their governments, companies and organizations to leverage AI to foster sustainable development and establish solid AI governance frameworks.
AI REPOSITORY
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Please let us know of great tools to add to our repository we should promote, other initiatives around the world we can learn from and expert consultants to work with. Please contact us if you want a partnership to help build a collaborative AI Future.