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Ethics and Governance in the Age of Generative AI

Курс от Northeastern University

Начальный≈ 26.7 чАнглийский

О курсе

This course is best suited for individuals who are looking to expand their understanding of generative AI and best practices for the responsible, ethical incorporation of generative AI tools in the flow of work. This course explores the ethical and technical dimensions of developing and deploying AI models with a focused lens on generative AI. It examines the ethical and societal considerations of emerging technologies and unique challenges posed by generative AI. This course details the mechanics of genAI, and technical strategies to reduce bias. It explores the RAI principles, strategy, and governance surrounding generative AI. By the end of this course you will have a developed understanding of the nuances of the ethical and technical intricacies shaping the development and deployment of AI models, with a particular focus on generative AI.

Навыки, которые вы освоите

Responsible AI Generative AI Governance Emerging Technologies Ethical Standards And Conduct Generative Model Architectures Data Ethics AI literacy Social Impact Organizational Strategy AI Workflows Data Governance Artificial Intelligence Model Evaluation Benchmarking

Программа курса

6 модулей · 79 учебных материалов

01Ethics of Emerging Technologies17 материалов

Getting Started

Course IntroductionВидео SyllabusЧтение Meet Your Fellow LearnersОбсуждение

Module Overview

SnapshotЧтение

Учитесь у экспертов

Cansu Canca

Director of Responsible AI

В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 26.7 ч

6 модулей

Язык: Английский

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

Ethics and Governance in the Age of Generative AI

О курсе

Навыки, которые вы освоите

Программа курса

Getting Started

Module Overview

Учитесь у экспертов

Cansu Canca

Lesson 1: AI as an Emerging Technology

Lesson 2: Technology is Not Inevitable

Lesson 3: Technology, Neutrality, and Human Values

Lesson 4: Ethical Emerging Technologies

Deep Dive into AI

Module Wrap-Up

Module Overview

Lesson 1: A History of Generative AI

Lesson 2: How is Generative AI Changing the Way We Access Information?

Lesson 3: How is Generative AI Being Used for Creative Endeavors?

Module Wrap-Up

Module Overview

Lesson 1: Foundations of Deep Learning

Lesson 2: Deep Learning Models

Lesson 3: How Does Generative AI Work?

Lesson 4: Current Scenarios, Opportunities, and Challenges in Generative AI

Deep Dive into AI

Module Wrap-Up

Module Overview

Lesson 1: Scope of RAI and Its Application to Generative AI

Lesson 2: Bias in Data & Algorithms

Lesson 3: Algorithmic Fairness

Deep Dive into AI

Module Wrap-Up

Module Overview

Lesson 1: The Development Lifecycle

Lesson 2: Integrating Responsible AI into the Development Lifecycle

Deep Dive into AI

Module Wrap-Up

Module Overview

Lesson 1: Implementing an RAI Framework and Process

Lesson 2: The RAI Playbook & People

Deep Dive into AI

Module Wrap-Up