AI Schools Worldwide

AI subjects

A subject is listed for a program only when its official page names it as a specialization, major or focus. A program that merely contains one lecture on a subject, such as AI safety, is not listed under it. Standalone programs, formal specializations and curriculum topics are different things.

Core AI

  • Artificial Intelligence

    Programs titled artificial intelligence or built on the broad AI curriculum: search, knowledge, learning, reasoning and intelligent agents.

    397 verified programs

  • Machine Learning

    Programs centred on machine learning: statistical learning, model training and evaluation, and data-driven prediction.

    220 verified programs

  • Applied AI

    Programs that apply AI methods to practical problems, named as applied artificial intelligence or applied machine learning.

    71 verified programs

  • AI Engineering

    Engineering of AI systems: building, integrating and maintaining AI software and products.

    22 verified programs

  • Generative AI

    Programs that name generative AI, large language models or generative models as a focus.

    35 verified programs

  • Intelligent Systems

    Programs titled intelligent systems or intelligent computing, covering learning, perception and decision-making in systems.

    12 verified programs

Specialist technical

  • Deep Learning

    Neural-network based learning as a named focus: architectures, training and deployment.

    23 verified programs

  • Natural Language Processing

    Language technology: text and speech processing, language models and computational linguistics with an AI focus.

    18 verified programs

  • Computer Vision

    Image, video and 3D perception: recognition, detection and visual understanding.

    5 verified programs

  • Robotics and AI

    Robotics programs with a documented AI component, including intelligent and autonomous robots.

    9 verified programs

  • Reinforcement Learning

    Sequential decision-making and learning from interaction as a named focus.

    3 verified programs

  • Autonomous Systems

    Self-driving vehicles, drones and other autonomous systems with an AI core.

    1 verified program

  • AI Infrastructure and Deployment

    Compute, data pipelines and the deployment of AI systems at scale.

    2 verified programs

  • MLOps and AI Operations

    Operating machine-learning systems in production: pipelines, monitoring and lifecycle management.

    5 verified programs

Business and professional

  • AI for Business

    AI applied to business operations and decision-making.

    37 verified programs

  • AI Strategy and Leadership

    Executive and managerial programs on leading AI adoption and strategy.

    23 verified programs

  • AI Product Management

    Managing AI-enabled products from discovery to delivery.

    1 verified program

  • AI Entrepreneurship

    Building and funding AI ventures and products.

    No verified program yet: no dedicated page is published until the research finds one.

  • AI for Marketing

    AI methods in marketing, customer analytics and communication.

    1 verified program

  • AI for Finance

    AI and machine learning in banking, investment, risk and fintech.

    No verified program yet: no dedicated page is published until the research finds one.

  • AI for Healthcare

    AI in medicine, health systems and biomedical data.

    3 verified programs

  • AI for Education

    AI in teaching, learning technology and education systems.

    4 verified programs

  • AI for Cybersecurity

    AI methods for defending systems and for securing AI.

    No verified program yet: no dedicated page is published until the research finds one.

  • AI for Creative Industries

    AI in design, media, music, games and the creative professions.

    1 verified program

Responsible AI

  • AI Ethics

    Ethical analysis of AI systems and their social impact.

    5 verified programs

  • AI Governance

    Governance, compliance and risk management of AI systems.

    6 verified programs

  • AI Policy

    Public policy, regulation and law concerning AI.

    No verified program yet: no dedicated page is published until the research finds one.

  • Responsible AI

    Designing and deploying AI that is fair, transparent and accountable.

    10 verified programs

  • AI Safety

    Technical and conceptual work on making AI systems safe and aligned. A single lecture on safety does not make a program an AI safety program.

    No verified program yet: no dedicated page is published until the research finds one.