Course Content
The Art of A/B Testing
The Art of A/B Testing
1. What is A/B testing?
Challenge: Define metric
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Everything was clear?
Challenge: Define metric
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Everything was clear?
Challenge: Define metric
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.
Everything was clear?
Task
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.
- Import libraries.
- Read the files.
- Define the
'Average Earnings per Click'
metric and add it to both samples. - Add a line of the mean value.