Equip your institution with resilient AI education

Build the AI competencies and strategic thinking required to drive innovation and solve real-world problems.

A dynamic online learning experience

With Universal AI, MIT experts equip learners from universities and companies with a shared language and understanding of the possibilities and limitations of AI – from the theoretical foundations to real-world applications across industries.

Gain a robust understanding of the theories, concepts, and problem-solving approaches of AI systems.

Identify opportunities to increase efficiency and improve decision-making in the workplace.

Apply competencies in domain-specific contexts based on personal or professional interests.

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What to expect

Universal AI consists of foundational and vertical modules that teach the underlying theories, concepts, and technologies of artificial intelligence. The self-paced experience is augmented by AI tutors that provide personalized support to learners.

Foundational Modules

Designed to teach AI fluency for all learners, the foundational modules are grounded in real-world case studies rather than traditional mathematical models and principles. Selected modules include:

Hands-On Deep Learning
Large Language Models
Generative AI, the Future of Work, and Human Creativity
Multimodal AI
Explanation, Reasoning, and AI Ethics
Hands-On Deep Learning
Large Language Models
Generative AI, the Future of Work, and Human Creativity
Multimodal AI
Explanation, Reasoning, and AI Ethics
Domain-Specific Vertical Modules

Building on the foundational material, the vertical modules apply AI concepts to specific industries and trending topic areas. Selected modules include:

AI + Sustainability: Transportation
AI + Sustainability: Energy
AI + Entrepreneurship
AI + Healthcare
AI + Finance
AI + Agriculture
AI + Sustainability: Transportation
AI + Sustainability: Energy
AI + Entrepreneurship
AI + Healthcare
AI + Finance
AI + Agriculture
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Frequently Asked Questions

Created by a team of 20+ faculty and experts from across MIT, Universal AI offers a self-paced learning experience focused on real-world application.

Universal AI is a flexible curriculum designed for the needs of a variety of institutions including universities and companies.

For universities looking to:
  • Access the latest AI research and knowledge
  • Complement and fill curriculum gaps
  • Offer elective or add-on programs to students
For companies looking to:
  • Improve business processes, innovations, and outcomes
  • Close the AI knowledge gap amongst employees
  • Invest in their talent pipelines

Universal AI is entirely self-paced and asynchronous, allowing learners to progress at their own speed. Each module is comprised of 4-8 lectures accompanied by knowledge checks, guided exercises, and assignments. Learners can get help and ask questions from the AskTIM AI tutor.

Hands-on exercises, led by MIT teaching assistants, accompany each module. Building on the theories and concepts introduced in the lectures, the TA’s ask learners to apply them to real-world examples using provided codes to complete the assignments.

The AI tutor, AskTIM, supports a more personalized Universal AI learning experience on the MIT Learn platform. Learners can interact with the AskTIM chatbot to ask questions about the lectures and exercises or get help on homework and knowledge checks. AskTIM can also help learners chart their unique learning journey through the Universal AI curriculum based on their specific goals.

Yes, learners earn and stack certificates as they progress through the curriculum. Learners earn a Universal AI Module Certificate after successfully completing a module. These can be stacked towards a Universal AI Foundations Series Certificate (earned after completing all foundational modules) and a Universal AI Program Certificate (earned after completing all foundational modules plus at least one vertical module).
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Get in touch to learn more about Universal AI from MIT Open Learning