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A/B Testing in Python
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Kursusindhold

A/B Testing in Python

A/B Testing in Python

1. What is A/B Test?
A/B Test and our GoalMetrics and HypothesisHow Not to Fail a Test
2. The First A/B Test
Data StudyWhat Criterion to ChooseCriterionControl and Test GroupsPlots to CompareIntervals to CompareNow We Can AnswerTo Sum Up
3. Performing One More AB Test
Data StudyPreparationPreprocessing DataChoosing the CriterionCriterionDividing into GroupsComparing GroupsWhat to Do with the ButtonPink or Blue?Upd MetricFinish

book
Upd Metric

Do you recall we talked about the fact that we have to be careful while choosing metrics for the A/B test? Let's try to add one metric to check if the result differs. For example, we may try to find if the result changes if we use only users that have been to the site earlier.

Opgave

Swipe to start coding

  1. Create the data that includes users that have visited the site for the first time using the 'first_visit_after_test_start' column.
  2. Perform the statistical analysis with the Mann-Whitney criterion.

Løsning

Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Var alt klart?

Hvordan kan vi forbedre det?

Tak for dine kommentarer!

Sektion 3. Kapitel 10
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book
Upd Metric

Do you recall we talked about the fact that we have to be careful while choosing metrics for the A/B test? Let's try to add one metric to check if the result differs. For example, we may try to find if the result changes if we use only users that have been to the site earlier.

Opgave

Swipe to start coding

  1. Create the data that includes users that have visited the site for the first time using the 'first_visit_after_test_start' column.
  2. Perform the statistical analysis with the Mann-Whitney criterion.

Løsning

Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Var alt klart?

Hvordan kan vi forbedre det?

Tak for dine kommentarer!

Sektion 3. Kapitel 10
Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Vi beklager, at noget gik galt. Hvad skete der?
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