Advanced Excel Analytics: Power Query, Power Pivot & DAX
Move beyond spreadsheets to Excel's modern analytics engine.
The executive challenge
The problem this program solves
Data arrives in abundance, but advanced excel analytics decisions still travel by opinion. The meetings are longer, the decks are thicker — the judgement is no better. Careers stall on the same failure: brilliant advanced excel analytics pilots, no adoption, no measurable value. This is where advanced excel analytics stops being a technology conversation and becomes an executive discipline you can defend in any boardroom.
Context
Why this matters now
Capability
What you will be able to do
- Evaluate where advanced excel analytics creates economic value across the organisation — and where it reliably does not.
- Govern advanced excel analytics models and data with controls that satisfy both boards and regulators.
- Price the build, buy and partner options for advanced excel analytics capability with real economics.
- Distinguish advanced excel analytics automation opportunities from decisions where human judgement remains strategically important.
The IPAT Course Standard
The five-day journey
Each day is a deliberate progression in managerial capability — from strategic context, to analytical frameworks, to applied practice, to executive judgement under pressure, to a capstone that produces something your organisation keeps.
IPAT Signature Case™
Six Weeks to Prove Advanced Excel Analytics
A newly appointed chief data officer at a national revenue authority inherits a advanced excel analytics mandate, one budget cycle to show value, and three functions that each claim ownership of the same dataset. The CEO wants a decision improved this quarter — not a strategy deck.
Your decision: Choose the single advanced excel analytics initiative worth proving in six weeks, name what gets stopped to fund it, and decide who owns the result.
IPAT Data Lab™
Three functions at a pan-African retail bank report three different truths about the same advanced excel analytics question.
Dataset: Synthetic multi-source advanced excel analytics dataset — finance, operations and customer tables that disagree.
Your task: Reconcile the sources, build the single defensible view, and decide which dashboard the executive committee keeps.
A reconciled advanced excel analytics decision view and the data architecture behind it.
Data → Analysis → Decision, not Data → Code → Certificate
IPAT DIOS™ Framework · Data Intelligence for Official Statistics & Organisations
From raw data to strategic intelligence in five phases
Software-led programmes at IPAT do not teach syntax — they teach statistical data architecture, the discipline that turns advanced excel analytics data into a strategic asset. The programme runs on the five-phase IPAT DIOS™ arc, adapted end-to-end to Power BI & Excel.
Assess
Diagnose the current state of advanced excel analytics data processing: a baseline of Power BI & Excel proficiency, data silos, manual bottlenecks and reproducibility gaps in the workflows your institution runs today.
Architect
Design standardized, reproducible data structures: consistent naming conventions, master schemas and version-controlled projects in Git, so every advanced excel analytics analysis stands on the same interoperable foundation.
Automate
Replace manual, error-prone steps with automated pipelines: ingest, clean and transform advanced excel analytics data with Power Query, Power Pivot and DAX, and automate with scheduled Power Query refreshes and DAX measures the routine reporting that consumes weeks of analyst time.
Analyze
Create decision intelligence: cross-tabulation with proper variance estimation, time-series visualization, geospatial mapping and predictive modelling — applied to realistic, anonymized advanced excel analytics data.
Accelerate
Build for what is next: AI-ready datasets, machine learning for imputation and estimation, and executive Power BI dashboards that put advanced excel analytics intelligence directly in decision-makers’ hands.
Day 5 · The Capstone
What will you change when you return to work?
Build a twelve-month analytical and AI roadmap for your organisation: the value case, the data foundations, the governance, and the first 90 days.
Methodology
Frameworks you will master
- • IPAT DIOS™ Framework
- • IPAT Data-to-Decision Framework™
- • IPAT Executive Capability Model™
- • Value-versus-feasibility portfolio analysis
- • CRISP-DM analytical lifecycle
- • Model risk management principles (SR 11-7 adapted)
Cohorts
Upcoming cohorts
New dates are being scheduled
Register with your preferred start date and our admissions team will match you to the next available cohort — or contact us to arrange an in-house delivery for your organisation.
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