A/B Testing for Product Managers
What This Course Covers
This Course Covers | This Course Doesn't Cover |
|---|---|
Deciding what's worth testing | Which testing tool to buy |
Writing hypotheses and choosing metrics | Implementing the split yourself |
Sample size and duration in plain language | The underlying statistical theory |
Reading results, including flat and negative ones | Bayesian vs frequentist debates |
The six ways tests mislead you | Multi-armed bandits and adaptive allocation |
When not to test at all | Experiment platform architecture |
One running example throughout: a meal-kit subscription company. Around 180,000 active subscribers, roughly 40,000 people a week reaching the signup funnel, and a weekly conversion rate from landing page to first order of about 3.2%. Those numbers get used repeatedly, so you can follow the arithmetic.