AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability. Since it's not reasonable to jump into a full research paper with our newly founded skills, we will instead work on 3 projects that will demonstrate your ability to analyze ethical AI across a variety of topics and situations. These projects include all the skills you've learned in this AI Ethics Specialization.
Offered By
Ethics in the Age of AI SpecializationLearnQuestAbout this Course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 4 of 4 in the
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 6 hours to complete
English
Subtitles: French, Portuguese (European), Russian, English, Spanish
Skills you will gain
analysisEthicsArtificial Intelligence (AI)BiasEthics Of Artificial Intelligence
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 4 of 4 in the
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 6 hours to complete
English
Subtitles: French, Portuguese (European), Russian, English, Spanish
Offered by
LearnQuest
LearnQuest is the preferred training partner to the world’s leading companies, organizations, and government agencies. Our team boasts 20+ years of experience designing, developing and delivering a full suite industry-leading technology education classes and training solutions across the globe. Our trainers, equipped with expert industry experience and an unparalleled commitment to quality, facilitate classes that are offered in various delivery formats so our clients can obtain the training they need when and where they need it.
Syllabus - What you will learn from this course
4 minutes to complete
Introduction
Welcome to the capstone! Get to know a little bit about the projects we will be tackling in this section
4 minutes to complete
1 video (Total 4 min)
2 hours to complete
Project 1 - OpenAI: GPT-3 Analysis
Examining bias in a predictive text model
2 hours to complete
1 reading
2 hours to complete
Project 2 - Alleghany Screening Analysis
Understanding fairness issues with sensitive predictions
2 hours to complete
1 reading
2 hours to complete
Project 3 - Game Theory Algorithm Design
Predicting ethical issues before they arise in model theory
2 hours to complete
1 reading
About the 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.
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