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The Art of A/B Testing
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Зміст курсу

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

Challenge: Violin and Swarm Plots (Part 2)

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Все було зрозуміло?

Секція 3. Розділ 3
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Challenge: Violin and Swarm Plots (Part 2)

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Все було зрозуміло?

Секція 3. Розділ 3
toggle bottom row

Challenge: Violin and Swarm Plots (Part 2)

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Все було зрозуміло?

Завдання

This task is similar to the previous one. You need to plot the graphs for the 'Earning' columns and conclude: are the variances different?

  1. Concatenate the dataframes.
  2. Build the violin plots.
  3. Build the swarm plots.

Секція 3. Розділ 3
Перейдіть на комп'ютер для реальної практикиПродовжуйте з того місця, де ви зупинились, використовуючи один з наведених нижче варіантів
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