SPARK + TRACE Analytics
A ten-week, twenty-session introductory course combining Excel, SQL, Tableau, AI-assisted work, decision writing, and evidence verification.
Private instructor hub · sign-in requiredInstructor · curriculum builder · analytics practitioner
This site organizes my courses, teaching frameworks, research, and applied projects in one working resource hub. The emphasis is practical: understand the problem, use the tools well, check the evidence, and explain what should happen next.
Site index
Course sequence, beginner orientation, tools, assignments, and the SPARK + TRACE program.
SPARK, TRACE, Problem Architect, AI verification, and software stack guidance.
Course systems, research reports, professional guides, and applied analytics work.
Articles and essays alongside teaching documents, research links, and working resources.
Faculty review tools, editable guides, and resources for guided instruction.
Professional background, teaching philosophy, Utah Tech affiliation, and current focus.
Current work
A ten-week, twenty-session introductory course combining Excel, SQL, Tableau, AI-assisted work, decision writing, and evidence verification.
Private instructor hub · sign-in requiredA decision-first workflow for framing, analysis, verification, communication, and professional delivery.
Private resource · sign-in requiredResearch and teaching materials about the durable value of judgment, context, governance, and executive decision support.
The working Google Drive folder for adding new papers, teaching resources, and project documents over time.
Owner-managed Google Drive folder