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The Art of A/B Testing
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Kursinnhold

The Art of A/B Testing

The Art of A/B Testing

1. What is A/B testing?
Let's StartPrepare for the TestExample A/A Test
2. Normality Check
About NormalityDescriptive StatisticsChallenge: Descriptive StatsHistograms and Box Plots Challenge: Plotting HistsChallenge: Plotting BoxplotsShapiro TestChallenge: Shapiro Test
3. Variances in A/B Testing
Violin and Swarm PlotsChallenge: Violin and Swarm Plots (Part 1)Challenge: Violin and Swarm Plots (Part 2)Levene's TestChallenge: First Levene's TestChallenge: Second Levene's Test
4. T-Test
Graphical Results of Previous StudiesThe First T-TestChallenge: Second T-testThe Third T-TestChallenge: Fourth T-Test
5. U-Test
Metrics Challenge: Define metricChallenge: Another Normality TestThe First U-TestChallenge: The Second U-TestChallenge: The Last U-TestThe Third U-testResults

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Challenge: Define metric

Oppgave

Swipe to start coding

In this task, you must add the 'Average Earnings per Click metric' to the control and test samples. After that, you should plot the histograms of the new columns and mark the mean values ​​of the metrics on the graph.

  1. Import libraries.
  2. Read the files.
  3. Define the 'Average Earnings per Click' metric and add it to both samples.
  4. Add a line of the mean value.

Løsning

Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 5. Kapittel 2
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book
Challenge: Define metric

Oppgave

Swipe to start coding

In this task, you must add the 'Average Earnings per Click metric' to the control and test samples. After that, you should plot the histograms of the new columns and mark the mean values ​​of the metrics on the graph.

  1. Import libraries.
  2. Read the files.
  3. Define the 'Average Earnings per Click' metric and add it to both samples.
  4. Add a line of the mean value.

Løsning

Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 5. Kapittel 2
Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Vi beklager at noe gikk galt. Hva skjedde?
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