← Lectures 1–2

Lectures 1–2 · Unit Economics

Lecture slides

The full deck used in class, plus a quick outline of what’s inside.

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Lectures 1–2 — full deck

PowerPoint (.pptx) · 3.2 MB · 113 slides
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What’s inside

Lecture outline

  1. 1

    Course Structure

    Schedule, grading, and the plan for the term.

  2. 2

    Introduction

    What a product manager really is — and why unit economics comes first.

  3. 3

    Unit Economics Foundations

    Fixed vs variable costs, CAC, LTV, payback, and contribution margin.

  4. 4

    Where UE Came From

    The dot-com crash and a 19th-century factory analogy.

  5. 5

    Calculating the core metrics — CAC & LTV

    Define the unit, map the funnel, and run the numbers on the CalZen case.

  6. 6

    The key question of unit economics

    LTV > CAC, margin > 0 — and when a single unit actually works.

Additional materials

Recommended links

  1. 1

    Daniil Khanin: Unit Economics

    The book page on Daniil Khanin’s official website.

  2. 2

    Ivan Zamesin: Customer Development

    Yandex Education lecture on the basics of Customer Development.

  3. 3

    Ilya Krasinsky: Unit Economics template

    Google Sheets template for calculating unit economics.