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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

book
Challenge: Plotting Hists

Task
test

Swipe to begin your solution

In this task, you need to draw histograms of the 'Click' column for the control and test samples. This is done to better understand the shape of the distribution of our data.

  1. Import libraries.
  2. Read the files.
  3. Plot the histograms.

Solution

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Section 2. Chapter 5
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book
Challenge: Plotting Hists

Task
test

Swipe to begin your solution

In this task, you need to draw histograms of the 'Click' column for the control and test samples. This is done to better understand the shape of the distribution of our data.

  1. Import libraries.
  2. Read the files.
  3. Plot the histograms.

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