AI Reflection, Project Cycle and Ethics

Topics

• AI reflection

  • AI in daily life
  • Data, computer vision and NLP domains

• AI project cycle

  • Problem scoping with the 4Ws canvas
  • Data acquisition and system maps
  • Data visualisation
  • Rule-based and learning-based models
  • Evaluation terms and deployment

• Ethics

  • AI ethics, bias and access

Learning objectives

1. Scope a community problem with a 4Ws canvas and trace it through the AI project cycle.