This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use the What-if Tool to identify potential biases in a model trained on mortgage loan applications.
Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
Instructor: Google Cloud Training
Included with 
Build in-demand job skills with step-by-step instructions
Beginner level
No prior experience required
1 hour
Learn at your own pace
Hands-on learning
What you'll learn
Build a binary classification model using XGBoost.
Deploy the model to Cloud AI Platform.
Use the What-If Tool on the deployed model to search for biases.
Skills you'll practice
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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About this project
Instructor
Offered by
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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