Practical AI for Data Analysis
Use AI to frame analysis, support SQL, validate insights, and write decision-ready reports.
For: Data analysts, BI teams, business analysts, and data-informed managers
Preview this path1 foundation lesson - 5 deeper exercises built around real work, quality checks, and a 30-day action plan.
Choose your role and goal. Receive an immediate welcome lesson, then five deeper practical lessons and a starter toolkit.
Each path includes one open foundation lesson. The five deeper lessons, prompts, quality checks, and assignments are delivered by email over 14 days.
Use AI to frame analysis, support SQL, validate insights, and write decision-ready reports.
For: Data analysts, BI teams, business analysts, and data-informed managers
Preview this pathUse AI for customer research, pipeline analysis, forecasting, and controlled follow-up.
For: Sales managers, account managers, business development, and customer success
Preview this pathChoose the right decision, design quality gates, and lead an evidence-based 30-day AI pilot.
For: CEOs, founders, functional heads, and team managers
Preview this pathTurn real insights into content, ads, videos, and controlled campaign experiments with AI.
For: Marketing managers, brand, content, digital, performance, and growth teams
Preview this pathAccelerate HR work while protecting data, checking bias, and preserving human decisions.
For: HR managers, HRBPs, recruiters, L&D, and People Operations
Preview this pathStandardize SOPs, handle repetitive work, and design assistants or automations with escalation paths.
For: Operations managers, process owners, PMOs, shared services, and back-office teams
Preview this pathUnderstand the context and limits
Complete a short practice task
Check the quality of the output
Adapt it to your own work
Aptus AI can turn the same role-based topic into guided group coaching or a company-specific program.