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Ethical Issues in Data Science · LearnSpace
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Ethical Issues in Data Science

Курс от University of Colorado Boulder
Начальный≈ 23.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Computing applications involving large amounts of data – the domain of data science – impact the lives of most people in the U.S. and the world. These impacts include recommendations made to us by internet-based systems, information that is available about us online, techniques that are used for security and surveillance, data that is used in health care, and many more. In many cases, they are affected by techniques in artificial intelligence and machine learning. This course examines some of the ethical issues related to data science, with the fundamental objective of making data science professionals aware of and sensitive to ethical considerations that may arise in their careers. It does this through a combination of discussion of ethical frameworks, examination of a variety of data science applications that lead to ethical considerations, reading current media and scholarly articles, and drawing upon the perspectives and experiences of fellow students and computing professionals. Ethical Issues in Data Science can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder.

Навыки, которые вы освоите

Data EthicsResponsible AIEthical Standards And ConductData SecurityDiversity AwarenessInformation PrivacyAlgorithmsArtificial IntelligenceMedical Science and ResearchData ScienceLaw, Regulation, and ComplianceCybersecurityAutomationClinical Research EthicsMedical PrivacyCase StudiesMachine Learning AlgorithmsHealthcare Ethics

Программа курса

5 модулей · 61 учебных материалов

01Ethical Foundations16 материалов

Course Overview

Course Updates and Accessibility SupportЧтениеEarn Academic Credit for your Work!ЧтениеCourse SupportЧтениеAssessment ExpectationsЧтение

Учитесь у экспертов

Bobby Schnabel

Professor of Computer Science

Ethical Issues in Data Science
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в новой вкладке

Обучение на Coursera

≈ 23.9 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Introduction to Ethical Issues in Data Science: Part 1Видео
Introduction to Ethical Issues in Data Science: Part 2Видео
A Note About Reading AssignmentsЧтение
Ethics OverviewЧтение
Introduce Yourself! Обсуждение

Ethical Foundations

Ethical Foundations ReadingsЧтениеEthical Foundations IВидеоEthical Foundations IIВидеоFind a Fellow Student OnlineОбсуждение

Review and Reflect

Week 1: Review and ReflectВидеоAnalyze a Case StudyОбсуждениеEthical FoundationsЗадание
02Internet, Privacy, and Security11 материалов

The Internet and Implications for Privacy and Security

Internet Background and Implications for Privacy and SecurityВидео

Privacy and the Right to Be Forgotten

Privacy and the Right to Be Forgotten ReadingsЧтениеPrivacy: Part 1ВидеоPrivacy: Part 2ВидеоRecommender SystemsОбсуждениеThe Right to Be ForgottenОбсуждение

Security and Security Breaches

Security and Security Breaches ReadingsЧтениеSecurity, Causes and Types of Breaches: Part 1ВидеоSecurity, Causes and Types of Breaches: Part 2ВидеоSecurity and Security BreachesЗадание

Review and Reflect

Read an Article and Write a ReportВзаимная проверка
03Professional Ethics9 материалов

Professional Society Codes of Ethics

Professional Society Codes of Ethics ReadingsЧтениеProfessional Society Codes of EthicsВидео

Contemporary Ethical Issues from Tech Companies

Contemporary Ethical Issues from Tech Companies ReadingsЧтениеContemporary Ethical Issues from Tech Companies: Part 1ВидеоContemporary Ethical Issues from Tech Companies: Part 2ВидеоComment on Two Articles Обсуждение

Experiences from the Field

Sharing Experiences of Data Science / Computing ProfessionalsВидеоInterview a Data Science ProfessionalВзаимная проверка

Review and Reflect

Professional EthicsЗадание
04Algorithmic Bias12 материалов

Perspectives on Algorithmic Bias

Algorithmic Bias ReadingsЧтениеPerspectives on Algorithmic Bias: Part 1ВидеоPerspectives on Algorithmic Bias: Part 2Видео

Algorithmic Bias Related to Gender and Race

Algorithmic Bias Related to Gender and Race ReadingsЧтениеAlgorithmic Bias Related to Gender and Race: Part 1ВидеоAlgorithmic Bias Related to Gender and Race: Part 2ВидеоRead an Article and Write a ReportВзаимная проверка

Facial Recognition

Facial Recognition ReadingsЧтениеFacial Recognition: Part 1ВидеоFacial Recognition: Part 2ВидеоFacial RecognitionОбсуждение

Review and Reflect

Algorithmic Bias and Facial RecognitionЗадание
05Medical Applications and Implications13 материалов

Data Science in Health Care

Data Science in Health Care ReadingsЧтениеData Science in Health Care: Part 1ВидеоData Science in Health Care: Part 2Видео

Gene Editing and Neurological Interventions

Gene Editing and Neurological Interventions ReadingsЧтениеGene Editing and Neurological Interventions: Part 1ВидеоGene Editing and Neurological Interventions: Part 2ВидеоGene Editing and Neurological InterventionsОбсуждение

The Future of Work

The Future of Work ReadingsЧтениеThe Future of Work: Part 1ВидеоThe Future of Work: Part 2ВидеоThe Future of WorkОбсуждение

Review and Reflect

Read an Article and Write a ReportВзаимная проверка

Feedback

What Did You Think of the Course?Обсуждение