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Journey overview

Purpose: Understand the structure of this 9-session learning path.

Who this page is for

AudienceWhy it matters to you
Everyone new to analyticsYour guided learning path
InstructorsUnderstand the curriculum structure

Core Learning Journey

This is a 9-session + 9-lab curriculum that takes you from zero to building a complete measurement plan. Each session is 1-2 hours of reading. Each lab is 1-2 hours of hands-on practice.

The structure

Sessions teach concepts and decision-making. Labs apply them to real scenarios.

Session 1-3: Data foundation

Session 4-5: Variable design

Session 6-7: Architecture and planning

Session 8-9: Implementation and analysis

Estimated time

Prerequisites

You should have:

How labs work

Each lab builds on the previous. You'll build up Example Super's complete measurement:

By the end, you'll have:

Self-paced vs instructor-led

Self-paced

Read a session, do the lab on your own schedule. Flexibility but no outside perspective.

Instructor-led (classroom)

Group goes through sessions together. Instructor guides labs. Better for learning together and asking questions.

Either way works. Pick what fits your situation.

Skipping around

Don't. Labs build on each other. If you skip S3 (Props and eVars), Lab 3 won't make sense. Read in order.

If you already know a topic (e.g., "I know segments already"), skim the session for refresher, then jump to the lab.

The running example

Every session uses Example Super, a fictional Australian superannuation fund. Your labs build Example Super's analytics from scratch:

Map Example Super to your business as you go. If you run e-commerce, replace "complaint form" with "checkout." If you run SaaS, replace "site search" with "feature usage."

What you'll become

After this journey, you can:

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Ready? Start with S1 · Platform overview and the hit model.

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