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AI and Environmental Sustainability · LearnSpace
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AI and Environmental Sustainability

Курс от Lund University
Начальный≈ 7.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course is for students, early-career professionals, and lifelong learners with an interest in how AI can shape—and be shaped by—environmental sustainability goals. It is particularly valuable for individuals working or aspiring to work in environmental policy, sustainable development, or related fields, who want to understand AI’s potentials and pitfalls in the context of environmental and societal well-being. This course will enhance knowledge about the ethical and political implications of AI in environmental contexts, by connecting the dots of knowledge and information. We welcome a diverse community of learners who value interdisciplinary approaches to complex global challenges. With insights from the social sciences and humanities, this course explore AI-based solutions' broader context and implications.

Навыки, которые вы освоите

Artificial IntelligenceEnvironmental IssueResponsible AIEnvironmentSustainable TechnologiesGenerative AISustainable DevelopmentSustainable SystemsClimate Change MitigationEnvironmental PolicySocial JusticeEnvironment and Resource ManagementPolitical SciencesEnvironmental Social And Corporate Governance (ESG)Digital TransformationEnergy and UtilitiesAI literacyLiberal ArtsWater Sustainability

Программа курса

4 модулей · 51 учебных материалов

01Module 1. Making Sense of Modern AI15 материалов

Course Introduction

What is this course about?Видео

Lesson 1. Introduction

Module IntroductionВидео

Lesson 2. Foundations of AI

How Computers Learned to ThinkВидеоLarge Language Models explained brieflyPLUGIN

Учитесь у экспертов

Yi hyun Kang

Dr.

Christina Gratorp

Преподаватель курса

Minahil Malik

Преподаватель курса

AI and Environmental Sustainability
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 7.8 ч

4 модулей

Язык: Английский

Часть программы вашего университета
How Does AI Learn?Чтение

Lesson 3. The AI Triad

The Core IdeaВидеоData – The FuelВидеоComputing Power – The Hidden DriverВидеоChip maker that became an AI superpowerЧтение

Lesson 4. Why AI Triad Matters

Environmental and Justice ImplicationsВидеоOECD AI PrinciplesЧтение

Recap

An Initial Look at the Double-Edged SwordВидеоModule 1 QuizЗаданиеEnvironmental Sustainability & TechnologyОбсуждениеModule 1 ReferencesЧтение
02Module 2. AI from a Lifecycle Perspective13 материалов

Lesson 1. What is AI Lifecycle?

AI LifecycleВидео

Lesson 2. Environmental Impact Across AI Lifecycle

AI production and resourcesВидеоAI use and energyВидеоAI and electronic wasteВидеоGenerative AI’s Environmental ImpactЧтение

Lesson 3. Why Environmental Impact Matters

AI, environmental impacts and the conditions for lifeВидеоAnatomy of an AI SystemЧтение

Lesson 4. Understanding the Broader Picture

Technology in Society, Jevons Paradox and the Future of AIВидеоInterview: Assessing AI's Environmental ImpactВидеоThe Fetishism of AIЧтение

Sum-up

Module 2 QuizЗаданиеSystemic Understanding of Environmental ImpactОбсуждениеModule 2 ReferencesЧтение
03Module 3. AI from a Environmental Justice Perspective 12 материалов

Lesson 1. What is Environmental Justice?

AI Has Environmental Impacts — But Who Experiences Them?Видео

Lesson 2. AI Lifecycle and Envirionmental Justice

Justice Issues Across the AI LifecycleВидеоHarnessing AI for Environmental JusticeЧтение

Lesson 3. AI's Impact on Environmental Politics and Economy

AI's Impact on Environmental PoliticsВидеоAI's Impact on Production and ConsumptionВидеоThe (Un-)Sustainability of Artificial Intelligence in Online MarketingЧтение

Lesson 4. Why Does Environmental Justice Matter?

AI’s Impact on Vulnerable PopulationsВидеоInterview: The Public Awareness of AI's Environmental ImpactВидеоHow Invisible Workers Fuel the "Automated" EconomyЧтение

Sum-up

Module 3 QuizЗаданиеUrgent Challenges to TackleОбсуждениеModule 3 ReferenceЧтение
04Module 4. Governing AI's Environmental Impact11 материалов

Lesson 1. AI's benefit vs. harm

Can AI's Benefit Surpass the Harm?Видео

Lesson 2. Governing AI's Environmental Impact

What Exists to Regulate and Govern AI’s Environmental Impact?ВидеоPrivate Sector and NGO CampaignsВидеоEthics + Sustainability = Responsible AIЧтениеArtificial Intelligence ColonialismЧтение

Lesson 3. What Can We Do?

Individual PracticesВидеоHow to Reduce Your AI Carbon FootprintЧтение

Sum-up

Module 4 QuizЗаданиеYour Role in Reducing AI's Environmental ImpactОбсуждениеModule 4 ReferencesЧтение

Course closing

Course ClosingВидео