From Data to AI

Foundations of Ethical Data Management

From Data to AI: Foundations of Ethical Data Management Book Cover

From Data to AI: Foundations of Ethical Data Management is an all-in-one guide to mastering the data journey—from messy spreadsheets to intelligent chatbots. Designed for beginners, it equips you to collect, clean, transform, and integrate data for real-world use while emphasizing ethical, responsible stewardship.

  • Build SQL queries, tame messy datasets, and visualize raw insights.
  • Create your own chatbot and connect data work to AI outcomes.
  • Learn ethical data practices grounded in a biblical perspective on stewardship and wisdom.
End-to-End Data Journey

Move from collection and cleaning through transformation and integration.

Hands-On Projects

Learn by doing with practical exercises that build toward a capstone.

Ethical Foundations

Think deeply about the impact of data and AI with responsible practices.