Aptus AI
Free AI Courses / Practical AI for Data Analysis
Free · Self-paced

Practical AI for Data Analysis

Use AI to frame analysis, support SQL, validate insights, and write decision-ready reports.

Your practical toolkit

Practical AI for Data Analysis Workbook

A seven-page workbook with a fill-in canvas, controlled prompt, quality gate, assistant workflow, and 30-day pilot plan.

Download the workbook
You will produce
  • ✓A decision-linked analysis brief
  • ✓A SQL prompt with validation tests
  • ✓An Observation-Limitation-Action insight template
  • ✓A reproducibility checklist

Your learning journey

Begin with the open foundation lesson, then continue with five deeper lessons by email.

1 open + 5 by email
1
Write an analysis brief before querying AI or data
A strong analysis question defines the decision, definitions, scope, and comparison before generating SQL or charts.
2
From a vague request to an analysis brief
Delivered on day 2 with a prompt, assignment, and quality check
3
Generate queries with explicit assumptions and checks
Delivered on day 4 with a prompt, assignment, and quality check
4
From chart to bounded insight
Delivered on day 7 with a prompt, assignment, and quality check
5
Turn analysis into a decision narrative
Delivered on day 10 with a prompt, assignment, and quality check
6
Build a faster analysis workflow that remains trustworthy
Delivered on day 14 with a prompt, assignment, and quality check
Continue by email

Receive five deeper practical lessons

Over 14 days: real-work exercises, prompts, quality checks, your role-based workbook, and a 30-day action plan.

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