Ethics in the Age of AI Specialization

As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations. In this specialization, we will explore the rise of algorithms, fundamental issues of fairness and bias in machine learning, and basic concepts involved in security and privacy of machine learning projects. We'll finish with a study of 3 projects that will allow you to put your new skills into action.
WHAT YOU WILL LEARN:
- Define predictive models and analyze how companies use them
- Identify how learning algorithms are used in everyday life
- Examine the ability of algorithms to influence and decide human behavior in biased ways, and methods to avoid predictive bias
- Identify vulnerabilities in public data sets and analyze algorithmic privacy violations

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Artificial Intelligence Privacy and Convenience (Coursera)

Oct 11th 2021
Artificial Intelligence Privacy and Convenience (Coursera)
Course Auditing
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Languages
In this course, we will explore fundamental concepts involved in security and privacy of machine learning projects.
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Artificial Intelligence Data Fairness and Bias (Coursera)

Oct 11th 2021
Artificial Intelligence Data Fairness and Bias (Coursera)
Course Auditing
Categories
Effort
Languages
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 [...]
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Oct 11th 2021
Course Auditing
41.00 EUR/month

Artificial Intelligence Algorithms Models and Limitations (Coursera)

Oct 11th 2021
Artificial Intelligence Algorithms Models and Limitations (Coursera)
Course Auditing
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In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.
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Artificial Intelligence Ethics in Action (Coursera)

Oct 11th 2021
Artificial Intelligence Ethics in Action (Coursera)
Course Auditing
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AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability.
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