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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: Define metric

Завдання

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.

Завдання

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.

Все було зрозуміло?

Секція 5. Розділ 2
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Challenge: Define metric

Завдання

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.

Завдання

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.

Все було зрозуміло?

Секція 5. Розділ 2
toggle bottom row

Challenge: Define metric

Завдання

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.

Завдання

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.

Все було зрозуміло?

Завдання

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.

Секція 5. 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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