Commit d2581b98 authored by Paul Bethge's avatar Paul Bethge
Browse files

fix typos

parent 1ca3dd46
......@@ -24,7 +24,6 @@ Here is a quick overview of the necessary steps in this exercise:
#### 1 Open the code on Google Colaboratory
For this purpose you will require a Google Account. The code will not be executed on your local machine. Instead you will use compute resources provided by Google.
......@@ -60,17 +59,18 @@ We have hidden most of the code, but if you are interested you can peak into it
#### 5 Explore bias using the Fairness Indicators tool
When the code has finally evaluated you should see a window at the bottom of the *Train & Evaluate* section.
Using this window we can explore the performance of our recently trained neural network. Please select different metrics on the left. By hovering of a metric with your mouse you should see an explanation of it.
Using this window we can explore the performance of our recently trained neural network. Please select different metrics on the left. By hovering over a metric with your mouse you should see an explanation of it.
You may want to discuss the following questions:
- Which group is at risk for which metric?
- Which group has an disadvantage?
- Which metric is most important to you?
- What may cause the gap?
- What may cause the gap between the groups?
#### 6 Optional: try it yourself by taking a selfie
If there is some time left for you, you can play around by looking at the outcome of some test images or by taking a selfie.
Keep in mind that the model has went through all necessary steps to perform good on real world data. This last step is just for demonstration purposes.
Additional Resources
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