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The Art of A/B Testing
course content

Course Content

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

Task

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.

Solution

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Section 5. Chapter 2
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book
Challenge: Define metric

Task

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.

Solution

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Section 5. Chapter 2
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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