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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: Plotting Boxplots

Task

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In this task, you need to draw box plots of the 'Click' columns for the control and test samples. Box plots are very informative graphs and are constantly used for visual analysis of data distribution.

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

Solution

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Section 2. Chapter 6
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book
Challenge: Plotting Boxplots

Task

Swipe to start coding

In this task, you need to draw box plots of the 'Click' columns for the control and test samples. Box plots are very informative graphs and are constantly used for visual analysis of data distribution.

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

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 6
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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