Courses

Programmes built around exports, not slogans.

One flagship ledger course, then companion studios for SKAN, reconciliation, cohorts, and fraud signals. Fees are informational; seats are arranged by note.

Smartphone with campaign interface in natural light

Flagship · 6 modules · Cohort Studio or Attribution Desk

The Attribution Ledger

The full reporting spine: source map, SKAN windows, probabilistic remnants, cohort tables, cost join, and the weekly memo. This is the course we mark line by line.

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Laptop displaying financial and traffic charts

Companion · 4 live sessions

SKAdNetwork Postback Studio

Conversion values, lock windows, null postbacks, and how to write channel claims when Thai iOS volume is too thin for a confident split. Included inside Cohort Studio.

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Desk with notebook, charts, and coffee during analysis

Companion · 3 sessions

MMP Export Reconciliation

MMP versus Play Console and App Store Connect. Time zones, uninstall filters, gift-card noise, and a written tolerance band with a named owner.

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Printed analytics chart used as a teaching artefact

Companion · 3 sessions

Cohort & LTV from Attribution Files

Retention and contribution tables built from the same export you trust for installs. No separate “BI course” — the join keys stay inside attribution.

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Phone and lock icon suggesting install integrity checks

Workshop · 1 day

Install Fraud Signal Reading

Click flooding, device farms, and too-fast conversion paths as reporting problems. You learn what to flag in a memo, not how to run a takedown.

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Quiet office corridor near the Klongtoey studio

How to choose

Which seat fits

New to SKAN language: Signal Brief. Need marked memos and live drills: Cohort Studio. Bringing your own stack and a finance reader: Attribution Desk.

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