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Responsible AI for Developers: Fairness & Bias

This course is part of Responsible AI for Developers Specialization

Instructor: Google Cloud Training

What you'll learn

Define what is Responsible AI

Identify Google’s AI principles

Describe what AI fairness and bias mean

Explain how to identify and mitigate biases through data and modeling

Skills you'll gain

Machine Learning

Artificial Intelligence

Data Validation

Artificial Intelligence and Machine Learning (AI/ML)

Data Analysis

Tensorflow

Google Cloud Platform

Open Source Technology

Data Ethics

There are 5 modules in this course

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.

Introduction to Responsible AI

AI Fairness & Bias

Course Summary

Course Resources

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