Fairness

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Ethics of Technology (Coursera)

This course explores the ethical implications of data analytics. It connects old ideas – privacy, surveillance, power, justice, accountability, corporate responsibility, stakeholder theory – with new technologies and cases, such as the use of machine learning to predict crime. The course will prepare you to evaluate strategic [...]

Machine Learning Modeling Pipelines in Production (Coursera)

Sep 26th 2022
Machine Learning Modeling Pipelines in Production (Coursera)
Course Auditing
Categories
Effort
Languages
In the third course of Machine Learning Engineering for Production Specialization, you will build models for different serving environments; implement tools and techniques to effectively manage your modeling resources and best serve offline and online inference requests; and use analytics tools and performance metrics to address model fairness, explainability [...]
Sep 26th 2022
Course Auditing
41.00 EUR/month

Artificial Intelligence Data Fairness and Bias (Coursera)

In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects [...]

Data Science Ethics (Coursera)

What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting and managing big data. Explore [...]

Google AI for Anyone (edX)

Self Paced
Google AI for Anyone (edX)
Course Auditing
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Effort
Languages
A course for anyone to learn what AI is and how it works. Google AI for Anyone teaches you about what Artificial Intelligence is. You’ll cut through the hype and learn about AI and Machine Learning. As its name suggests, this course is for anybody -- you don’t need [...]