• 2.1 Welcome to Part 2 of AI Skills for Engineers: Data Creation and Collection!

  • 2.1.1 Welcome to Part 2!

• 2.2 Human Input for Data Creation and Model Evaluation in AI

  • 2.2.1 Data Creation and Model Evaluation in Artificial Intelligence
  • 2.2.2 Human Input: An Essential Building Block for AI
  • 2.2.3 Additional Content
  • 2.2.4 Required Reading

• 2.3 Reducing Worker Effort: Active Learning

  • 2.3.1 Reducing Worker Effort: Active Learning – Part 1
  • 2.3.2 Reducing Worker Effort: Active Learning – Part 2
  • 2.3.3 Additional Reading
  • 2.3.4 Additional Content
  • 2.3.5 Required Reading
  • 2.3.6 Additional Reading

• 2.4 Interpreting, Evaluating, and Debugging ML Models and Pipelines

  • 2.4.1 Interpreting and Evaluating ML Models: Part I
  • 2.4.2 Interpreting and Evaluating ML Models: Part II
  • 2.4.3 Debugging ML Models and Pipelines
  • 2.4.4 Additional Content
  • 2.4.5 Required Reading
  • 2.4.6 Additional Reading