Course curriculum

  • 1
    Welcome to the Course
    • Course Introduction
    • Reading: Course syllabus
  • 2
    Defining Success in Artificial Intelligence
    • Defining Success in Artificial Intelligence
    • Defining AI Objectives  
    • AI Journey - Vision to Execution
    • Reading: How AI Could Empower Any Business | Andrew Ng | TED
    • Reading: AI Success Stories
    • Reading: Driving AI Transformation
    • Quiz
  • 3
    The Synergy of AI, Engineering & Design 
    • Reading:  Why Artificial Intelligence is More Human Than You Think
    • AI in Our Daily Life  
    • Getting Desired Results From AI
    • Engineering for Data Pipelines
    • Effectiveness of a Data Pipeline
    • Significance of User Centered Design  
    • Implementing User Centred Design
    • Successful AI Implementation
    • Reading: Human-centered AI Design
    • Reading: Data Engineering & AI
    • Quiz
  • 4
     Errors in AI
    • Reading: AI Can Be Both Accurate and Transparent
    • Addressing Errors in AI 
    • Role of Data and Compute in Making AI Successful
    • Role of Technology in Making AI Successful
    • Drop in Error Rate Equals Adoption 
    • Reading: AI Errors Vs Human Errors
    • Quiz
  • 5
    Building Organizational Effectiveness in AI 
    • Organizational effectiveness – What is it 
    • A Culture of Experimentation
    • Ethical AI
    • AI Governance
    • Reading: Transforming Company Culture in the Age of Artificial Intelligence
    • Quiz
  • 6
    Strategies for Successful AI Implementation  
    • Key Considerations for Narrowly Focused AI 
    • Human Centered Design in AI 
    • Decision Backwards Approach
    • Quiz