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Responsible AI for Developers: Fairness & Bias

中级4 小时

This course covers techniques to practically identify fairness and bias and mitigate bias in AI/ML practices.

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课程简介

This course introduces concepts of responsible AI and AI principles. It covers techniques to practically identify fairness and bias and mitigate bias in AI/ML practices. It explores practical methods and tools to implement Responsible AI best practices using Google Cloud products and open source tools.

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课程体系

课程大纲

1

Course Introduction

This module introduces the course structure and objectives.
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2

Introduction to Responsible AI

This module provides an overview of Responsible AI, covering Google’s AI Principles and sub-topics of Responsible AI. Also, this provides actual case studies of Responsible AI in Google products.
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4

Course Summary

This module provides a summary of the entire course by covering the most important concepts, tools, and technologies.
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5

Course Resources

Student PDF links to all modules
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Responsible AI for Developers: Fairness & Bias

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