AI 1007 · A Non-Technical Guide to AI — Evaluating AI and Working with Technical Teams

Led by Yoshua Bengio Simulacrum

Identifying AI opportunities, evaluating use cases for value, feasibility and risk, collaborating effectively with data science teams, and implementing responsible AI practices.

1. Module 1

   Identifying and Evaluating AI Opportunities

   Led by Yoshua Bengio Simulacrum

   The question

   Simple framework to evaluate a use case (value, feasibility, risk) · examples of strong vs weak AI use cases in real companies · roles in an AI initiative (business, data, IT, legal, leadership) · how to write a clear problem statement for an AI proj...

   Outcome

   Demonstrates competence in identifying and evaluating ai opportunities.

   Sub-units

   1. ○ 1.1 Identifying and Evaluating AI Opportunities Open this unit → ✓ ↻
   Begin the course → Print certificate of completion
2. Module 2

   Responsible AI and Risk Management

   Led by Yoshua Bengio Simulacrum

   The question

   Typical AI risks (bias, unfair decisions, privacy, security) · transparency, explainability and human-in-the-loop · principles of responsible AI in organisations · implementing AI governance · balancing innovation with risk management...

   Outcome

   Demonstrates competence in responsible ai and risk management.

   Sub-units

   1. ○ 2.2 Responsible AI and Risk Management Open this unit → ✓ ↻
   Open this module → Print certificate of completion