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The Art of A/B Testing
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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 1)

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Все було зрозуміло?

Секція 3. Розділ 2
toggle bottom row

Challenge: Violin and Swarm Plots (Part 1)

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Все було зрозуміло?

Секція 3. Розділ 2
toggle bottom row

Challenge: Violin and Swarm Plots (Part 1)

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Все було зрозуміло?

Завдання

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Секція 3. Розділ 2
Перейдіть на комп'ютер для реальної практикиПродовжуйте з того місця, де ви зупинились, використовуючи один з наведених нижче варіантів
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