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
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Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
Instructor: Google Cloud Training
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
Earn a career certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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- Gain hands-on experience solving real-world job tasks
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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Frequently asked questions
In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
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