Learning Hub / Learn by doing
Learn practical systems
by actually using them.
Work through a real decision. Understand the relationships. Build something you can use again. Practice labs, guides, and tools connect the dots across campaigns, data, and Excel.
Free practice · No account required · Your progress stays on this device
Explore by subject
Four ways into the work.
Campaign Operations
Concepts, worked examples, playable practice and future video lessons.
Explore practice →Excel / Data
Reusable formulas, data cleanup and workbook architecture.
Explore functions →Reporting & Analysis
Dashboards, metrics and interpretation for campaign data.
Open campaign workspace →Workflow Systems
Build clearer handoffs and practical tools around repeatable work.
Read articles →Practice Labs
Start with a real workflow.
One Makona workspace is ready: Luma & Moss Creative Deliverables. More industry scenarios are coming soon.
Available now
Makona
Practice Workspace
Inspect a fictional beauty campaign and its four-card creative deliverables in a separate local context.
1 playable workspace · Beauty / B2C
Open Makona practiceLuma & Moss · Creative Deliverables
Review one missing required destination URL, optional CTA, conditional tracking, and pinned source evidence.
Choose this workspace →Learning tracks
Choose what you want to get better at.
Explore a topic through the resources available today. Guided practice will grow over time.
Campaign Planning
Move from a scoped brief to a media plan and production requests, with clear owners and decisions.
Campaign Operations
Connect Client Accounts, Advertisers, Brands, opportunities, and activation.
Media Finance
Understand orders, payments, reconciliation, and campaign closeout.
Campaign Data
Make campaign naming, tracking, and reporting easier to connect.
Excel Systems
Build reusable workbook logic, dependable data flows, and useful interfaces.
Guides
Build your understanding.
Practical articles and clear answers for workbook design, reporting, automation, and everyday Excel problems.
Excel / Functions
Put reusable logic to work.
Explore custom Excel functions for recurring calculations and data workflows. Connect the formula to the problem it solves.
Explore Excel Functions →On the practice roadmap
More decisions to practice.
These scenario concepts are Coming Soon. They are not playable yet.
Build a Media Plan
Translate an opportunity into a structured plan with clear lines, budgets, and assumptions.
Planned practice · Not yet available
Reconcile the Wrong Card
Follow a payment discrepancy through an order and its transaction records.
Planned practice · Not yet available
Resolve Remaining Budget
Explain what remains at campaign close and record the right budget disposition.
Planned practice · Not yet available
Standardize Creative Intake
Review local file metadata, preserve original filenames, and investigate possible duplicates.
Planned practice · Not yet available
Match a Tag Sheet
Connect delivery identifiers with the right placements and creative records.
Planned practice · Not yet available
Create the Right Creative Brief
Turn reusable specification guidance into fictional production requests, then review supplied practice asset metadata.
Planned practice · Not yet available
Ready for Trafficking
Inspect a fictional Line Item’s evidence and decide what can be handed off.
Planned practice · Not yet available
The Wrong Card Was Used
Trace a mismatched Carousel card back to its requirement and asset assignment.
Planned practice · Not yet available
Creative Deliverables: What Are We Missing?
Review a fictional repeatable requirement set and identify missing deliverable evidence.
Planned practice · Not yet available
Excel Systems / Course in development
Build Excel Like an App.
A technical learning path for advanced Excel applications: real workflows, reusable logic, useful interfaces, and dashboard architecture.
Draft curriculum- 01
Application architecture
Plan the workbook like a product, not a pile of sheets.
- 02
Data manipulation systems
Clean, map, normalize, validate, and reshape raw inputs.
- 03
Formula engines
Use dynamic arrays, lookups, LAMBDA patterns, and reusable logic.
- 04
Interactive interfaces
Build selectors, controls, views, dashboards, and decision surfaces.