AI & Advanced Analytics for Business Leaders

Class Materials.

Slides

Workshop slides
The full deck for the session.
2026-AI-Summit-St-Petes.pptx
Download
Want everything in one file? Grab the full kit (data, skills, and the agent file).
Download everything (ZIP)

Datasets (for the exercises)

Monthly metrics
24 months of MapleStream business metrics. Used in the summary and correlation exercises.
sample-monthly-metrics.csv
Download
Customer reviews
36 customer reviews with ratings. Used in the text-analysis exercise.
sample-customer-reviews.csv
Download

Skills (for the AI skills exercise)

Monthly metrics summary
Turns a metrics file into a consistent 5-part summary.
monthly-metrics-summary-SKILL.md
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Metric correlations
Finds which metrics move together, with charts and a causation caution.
metric-correlations-SKILL.md
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Customer feedback analysis
Turns reviews into sentiment and themes.
customer-feedback-analysis-SKILL.md
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Agent file (for the AI agent demo)

Agent instructions
Place this in the folder the agent works in; it tells the agent how to build the report.
CLAUDE.md
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View in your browser (no download needed)

Prompt engineering: see the difference
Weak vs. engineered prompts and their results, side by side.
prompt-engineering-maplestream.html
Open
Before class (about 5 minutes):
  1. Create a free account at claude.ai.
  2. In Settings → Capabilities, turn on Code execution and file creation.
  3. Download the files above so you have them ready for the hands-on exercises.
Please don’t paste anything confidential into free AI tools — the sample files above are all you need.

AI & Advanced Analytics for Business Leaders. Materials for classroom use.