An advanced path for a clear, controlled model connecting drivers, cost, profitability, and scenarios.
Coming soonAdvancedArabic and English1,320 learning minutes
Audience
Who is this course designed for?
Finance, costing, and profitability analysts who build decision models.
Modules
5
Applied tasks
30
Planned outcomes
What will the learner build?
Build a model that separates inputs, logic, and outputs while preserving assumption lineage.
Test drivers and scenarios without hiding constraints or sensitivities.
Connect model outputs to reviewable profitability analysis.
Prerequisites
What learners need before starting
Ability to review professional documents in Arabic and English and document assumptions during application.
Course map
Planned modules, tasks, and tools
This map shows the course modules, tasks, and tools as planned before enrollment opens.
Module 1
Model Structure and Conventions
Separate inputs, calculations, and outputs and document build conventions.
1
Diagnostic and concept map: Model Structure and Conventions
Task brief
Review a short set of synthetic facts about Model Structure and Conventions. Classify what is known and what needs evidence, then map an initial event-to-consequence path without exposing an answer or inventing facts.
Planned work tool: Financial modelDuration: 25 learning minutesProfessional portfolio output: Model Structure and Conventions diagnostic mapTask status: Coming soon
2
Interactive explanation and worked example: Model Structure and Conventions
Task brief
Work through a staged synthetic Model Structure and Conventions example: inspect evidence first, form an assumption, build the workpaper, and test consistency. Answer short checkpoints before each stage explanation is revealed.
Planned work tool: Financial modelDuration: 40 learning minutesProfessional portfolio output: Model Structure and Conventions worked-example analysisTask status: Coming soon
3
Evidence desk: Model Structure and Conventions
Task brief
Review two synthetic models, a change log, an assumptions dictionary, and user comments. Identify where inputs, logic, or outputs are mixed and trace cells or tables lacking a source or owner.
Planned work tool: Financial modelDuration: 35 learning minutesProfessional portfolio output: Model Structure and Conventions evidence registerTask status: Coming soon
4
Workpaper build: Model Structure and Conventions
Task brief
Rebuild a small model structure separating inputs, calculations, checks, and outputs and use naming, version, and documentation conventions that make every assumption and movement traceable.
Planned work tool: Financial modelDuration: 50 learning minutesProfessional portfolio output: Model Structure and Conventions workpaperTask status: Coming soon
5
Independent unseen mission: Model Structure and Conventions
Task brief
Receive a fresh synthetic pack not used in the example or guided practice. Identify missing evidence, choose a defensible treatment, build the output, and state a counterfactual showing when your conclusion would change.
Planned work tool: Financial modelDuration: 60 learning minutesProfessional portfolio output: Model Structure and Conventions unseen-mission outputTask status: Coming soon
6
Mastery check and review memo: Model Structure and Conventions
Task brief
Write a build-standards memo explaining choices, constraints, and control points and identify what must be fixed before another person can review or reproduce the model.
Planned work tool: Financial modelDuration: 45 learning minutesProfessional portfolio output: Model Structure and Conventions mastery memoTask status: Coming soon
Module 2
Drivers and Scenarios
Link assumptions to drivers and build explainable scenarios.
1
Diagnostic and concept map: Drivers and Scenarios
Task brief
Review a short set of synthetic facts about Drivers and Scenarios. Classify what is known and what needs evidence, then map an initial event-to-consequence path without exposing an answer or inventing facts.
Planned work tool: Financial modelDuration: 25 learning minutesProfessional portfolio output: Drivers and Scenarios diagnostic mapTask status: Coming soon
2
Interactive explanation and worked example: Drivers and Scenarios
Task brief
Work through a staged synthetic Drivers and Scenarios example: inspect evidence first, form an assumption, build the workpaper, and test consistency. Answer short checkpoints before each stage explanation is revealed.
Planned work tool: Financial modelDuration: 40 learning minutesProfessional portfolio output: Drivers and Scenarios worked-example analysisTask status: Coming soon
3
Evidence desk: Drivers and Scenarios
Task brief
Analyze a synthetic data series, assumptions ledger, driver-owner notes, and scenarios. Separate historical data from estimates and record correlations that do not establish causality.
Planned work tool: Financial modelDuration: 35 learning minutesProfessional portfolio output: Drivers and Scenarios evidence registerTask status: Coming soon
4
Workpaper build: Drivers and Scenarios
Task brief
Build adjustable drivers linking assumptions to outputs through visible logic, then create scenarios changing a defined input while preserving version, rationale, and owner.
Planned work tool: Financial modelDuration: 50 learning minutesProfessional portfolio output: Drivers and Scenarios workpaperTask status: Coming soon
5
Independent unseen mission: Drivers and Scenarios
Task brief
Receive a fresh synthetic pack not used in the example or guided practice. Identify missing evidence, choose a defensible treatment, build the output, and state a counterfactual showing when your conclusion would change.
Planned work tool: Financial modelDuration: 60 learning minutesProfessional portfolio output: Drivers and Scenarios unseen-mission outputTask status: Coming soon
6
Mastery check and review memo: Drivers and Scenarios
Task brief
Prepare a sensitivity memo explaining influential drivers, scenario boundaries, and untested interactions and prevent the model range from being presented as a certain forecast.
Planned work tool: Financial modelDuration: 45 learning minutesProfessional portfolio output: Drivers and Scenarios mastery memoTask status: Coming soon
Module 3
Profitability Dimensions
Select product, customer, and channel dimensions that serve the decision.
1
Diagnostic and concept map: Profitability Dimensions
Task brief
Review a short set of synthetic facts about Profitability Dimensions. Classify what is known and what needs evidence, then map an initial event-to-consequence path without exposing an answer or inventing facts.
Interactive explanation and worked example: Profitability Dimensions
Task brief
Work through a staged synthetic Profitability Dimensions example: inspect evidence first, form an assumption, build the workpaper, and test consistency. Answer short checkpoints before each stage explanation is revealed.
Review synthetic sales transactions, customer, product, and channel hierarchies, and reporting requests. Test key completeness, definition stability, and the grain that can actually be linked to cost.
Create a dimension map defining each level, owner, use, and source, then construct a profitability view that prevents combining incompatible denominators or periods.
Receive a fresh synthetic pack not used in the example or guided practice. Identify missing evidence, choose a defensible treatment, build the output, and state a counterfactual showing when your conclusion would change.
Mastery check and review memo: Profitability Dimensions
Task brief
Write a dimension-selection memo comparing decision value with data and allocation cost and explain where excess detail or aggregation could produce a misleading conclusion.
Trace cost movement into explainable margin and profitability views.
1
Diagnostic and concept map: Cost-to-Profit Bridge
Task brief
Review a short set of synthetic facts about Cost-to-Profit Bridge. Classify what is known and what needs evidence, then map an initial event-to-consequence path without exposing an answer or inventing facts.
Interactive explanation and worked example: Cost-to-Profit Bridge
Task brief
Work through a staged synthetic Cost-to-Profit Bridge example: inspect evidence first, form an assumption, build the workpaper, and test consistency. Answer short checkpoints before each stage explanation is revealed.
Receive synthetic cost pools, sales data, product mix, discounts, and service activity. Validate period, scope, and join keys and record costs or movements that do not reach a profitability dimension.
Build a bridge from revenue to profitability separating price, volume, mix, cost, and allocation changes and retain reconciliation differences as visible items needing action.
Receive a fresh synthetic pack not used in the example or guided practice. Identify missing evidence, choose a defensible treatment, build the output, and state a counterfactual showing when your conclusion would change.
Mastery check and review memo: Cost-to-Profit Bridge
Task brief
Prepare an interpretation memo separating economic movement from model or data-quality effects and propose a practical validation test before a pricing or portfolio decision.
Test consistency, inputs, and outputs and document exceptions.
1
Diagnostic and concept map: Model Review and Controls
Task brief
Review a short set of synthetic facts about Model Review and Controls. Classify what is known and what needs evidence, then map an initial event-to-consequence path without exposing an answer or inventing facts.
Planned work tool: Financial modelDuration: 25 learning minutesProfessional portfolio output: Model Review and Controls diagnostic mapTask status: Coming soon
2
Interactive explanation and worked example: Model Review and Controls
Task brief
Work through a staged synthetic Model Review and Controls example: inspect evidence first, form an assumption, build the workpaper, and test consistency. Answer short checkpoints before each stage explanation is revealed.
Planned work tool: Control matrixDuration: 40 learning minutesProfessional portfolio output: Model Review and Controls worked-example analysisTask status: Coming soon
3
Evidence desk: Model Review and Controls
Task brief
Review a synthetic model version, formula inventory, test cases, change permissions, and run log. Trace each test to a defined risk and identify checks producing a green result without sufficient evidence.
Planned work tool: Financial modelDuration: 35 learning minutesProfessional portfolio output: Model Review and Controls evidence registerTask status: Coming soon
4
Workpaper build: Model Review and Controls
Task brief
Create a model-control matrix covering inputs, logic, interfaces, outputs, and change, then run valid, invalid, and boundary cases and record reproducible results.
Planned work tool: Control matrixDuration: 50 learning minutesProfessional portfolio output: Model Review and Controls workpaperTask status: Coming soon
5
Independent unseen mission: Model Review and Controls
Task brief
Receive a fresh synthetic pack not used in the example or guided practice. Identify missing evidence, choose a defensible treatment, build the output, and state a counterfactual showing when your conclusion would change.
Planned work tool: Control matrixDuration: 60 learning minutesProfessional portfolio output: Model Review and Controls unseen-mission outputTask status: Coming soon
6
Unseen capstone: Model Review and Controls
Task brief
Complete a fresh synthetic capstone from start to finish. Submit the evidence register, assumptions, work product, self-review, and decision memo, then defend weaknesses and what could change your recommendation.
Planned work tool: Control matrixDuration: 90 learning minutesProfessional portfolio output: Model Review and Controls capstone fileTask status: Coming soon