Explore Machine Learning Models with Explainable AI | Qwiklabs
Earn a skill badge by completing the Explore Machine Learning Models with Explainable AI quest, where you will learn how to do the following using Explainable AI: build and deploy a model to an AI platform for serving (prediction), use the What-If Tool with an image recognition model, identify bias in mortgage data using the What-If Tool, and compare models using the What-If Tool to identify potential bias.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this skill badge quest and the final assessment challenge lab to receive a skill badge that you can share with your network.
Prerequisites:
Prior to enrolling in this skill badge quest it is recommended that you complete the Perform Foundational Data, ML, and AI Tasks in Google Cloud skill badge quest.
abhinavcreed13/gcp-cloud-skills-badges
Getting Started with the What-If Tool | Qwiklabs
#2 Using the What-If Tool with Image Recognition Models
Using the What-if Tool Performance & Fairness Features | Qwiklabs
#3 Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
#4 Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias
#5 Explore Machine Learning Models with Explainable AI: Challenge Lab