Yes. You will work through case studies, data exercises, AI-assisted calculators, and disclosure drafting activities.

Yes. The course supports both in-house and advisory workflows, making it useful for consultants, ESG teams, operations leaders, and corporate sustainability professionals.

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Generative AI for Sustainability

kurs ist nicht verfügbar in Deutsch (Deutschland)

Wir übersetzen es in weitere Sprachen.

Generative AI for Sustainability

Q: [hidden]

Yes. You will earn the Generative AI for Sustainability Certification upon completion.

Dozent: AI CERTs Team

Bei Mehr erfahren enthalten

11 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

11 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Anfänger

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Apply Generative AI to ESG Workflows: Use AI to organize sustainability data, draft disclosures, and create audit-ready reports.
Model Emissions and Scenarios: Estimate Scope 1–3 impacts, compare decarbonization options, and test transition scenarios with AI.
Optimize Sustainable Operations: Identify efficiency opportunities across energy, logistics, procurement, and resource use with AI insights.
Strengthen Governance and Reporting: Create supplier summaries, policy briefs, stakeholder updates, and traceable reports faster.

Kompetenzen, die Sie erwerben

Kategorie: Decision Intelligence
Kategorie: Forecasting
Kategorie: Responsible AI
Kategorie: Environmental Monitoring
Kategorie: AI Integrations
Kategorie: Stakeholder Management
Kategorie: Corporate Sustainability
Kategorie: Predictive Modeling
Kategorie: Environmental Social And Corporate Governance (ESG)
Kategorie: Predictive Analytics
Kategorie: Supplier Performance Management
Kategorie: Automation
Kategorie: Stakeholder Communications
Kategorie: Sustainability Standards
Kategorie: Business Reporting
Kategorie: Stakeholder Engagement
Kategorie: Process Modeling
Kategorie: Sustainable Business
Kategorie: Climate Change Mitigation
Kategorie: Compliance Reporting

Wichtige Details

Zertifikat zur Vorlage

Zu Ihrem LinkedIn-Profil hinzufügen

Kürzlich aktualisiert!

April 2026

Bewertungen

10 Aufgaben

Unterrichtet in Englisch

Erfahren Sie, wie Mitarbeiter führender Unternehmen gefragte Kompetenzen erwerben.

Weitere Informationen zu Coursera für Unternehmen

Logos von Petrobras, TATA, Danone, Capgemini, P&G und L'Oreal

In diesem Kurs gibt es 11 Module

Generative AI is creating new ways for organizations to measure impact, improve decision-making, and accelerate sustainability goals.

The Generative AI for Sustainability Certification is designed for sustainability, ESG, operations, and consulting professionals who want to use AI-powered tools to improve reporting, analyze emissions, support resource planning, and build practical low-carbon strategies without coding. This course focuses on real-world sustainability use cases, including ESG data consolidation, emissions modeling, scenario planning, supplier assessments, regulatory disclosures, and stakeholder communication. You will learn how generative AI can help automate documentation, extract insights from complex data, and support better operational and supply chain decisions. Each module combines clear instruction with practical exercises. You will explore how to build AI-assisted calculators, draft audit-ready narratives, evaluate decarbonization options, and simulate transition pathways aligned with global frameworks. By the end, you will be able to apply generative AI to improve ESG reporting, reduce environmental risk, support smarter sustainability decisions, and drive measurable performance. Enroll in the Generative AI for Sustainability Certification Online to lead data-driven climate action and responsible growth.

Das ist alles enthalten

6 Videos1 Aufgabe1 Plug-in

6 VideosInsgesamt 30 Minuten

Course Introduction7 Minuten
1.1 Overview of Artificial Intelligence4 Minuten
1.2 Introduction to Sustainability3 Minuten
1.3 Sustainability Challenges6 Minuten
1.4 Introduction to Multi-Agent Systems6 Minuten
1.5 Case Study: AI Models for Climate Change Prediction4 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 130 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: MCQ5 Minuten

Das ist alles enthalten

9 Videos1 Aufgabe1 Plug-in

9 VideosInsgesamt 45 Minuten

2.1 Understanding Sustainability Challenges and Global Responses5 Minuten
2.2 Applying Supervised Learning for Environmental Forecasting and Classification5 Minuten
2.3 Case Study: Predicting Air Quality in Beijing: A Machine Learning Approach 4 Minuten
2.4 Unsupervised Learning for Environmental Insights and Resource Optimization3 Minuten
2.5 Dimensionality Reduction in Sustainability: Case Study on Precision Agriculture Using Unsupervised Learning5 Minuten
2.6 Basics of Reinforcement Learning5 Minuten
2.7 Applications of Reinforcement Learning in Resource Management and Case Study: Smart Water Grid Optimization in Barcelona6 Minuten
2.8 The Environmental Impact of AI Systems4 Minuten
2.9 Designing Energy-Efficient AI Models for Sustainability6 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 230 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Tab5 Minuten

Das ist alles enthalten

7 Videos1 Aufgabe1 Plug-in

7 VideosInsgesamt 39 Minuten

3.1 Predictive Models for Weather and Climate Pattern 8 Minuten
3.2 Machine Learning for Climate Change Forecasting4 Minuten
3.3 AI-Based Risk Assessment and Mitigation 5 Minuten
3.4 Grid Optimization and Energy Storage with AI7 Minuten
3.5 Demand Forecasting for Energy Consumption4 Minuten
3.6 AI Tools for Calculating and Reducing Carbon Footprints +5 Minuten
3.7 AI-Powered Emission Monitoring Systems6 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 330 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Case Study5 Minuten

Das ist alles enthalten

7 Videos1 Aufgabe1 Plug-in

7 VideosInsgesamt 47 Minuten

4.1 Predictive Maintenance in Energy Systems7 Minuten
4.2 AI for Smart Grids and Dynamic Energy Distribution +6 Minuten
4.3 AI Applications for Wind and Solar Power Management8 Minuten
4.4 Real-Time Monitoring of Renewable Energy Sources + Optimizing Energy Production with AI7 Minuten
4.5 Energy Storage Management Using AI5 Minuten
4.6 Load Balancing for Energy Grids7 Minuten
4.7 AI for Optimizing Battery Performance and Storage Solutions7 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 430 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Hotspot5 Minuten

Das ist alles enthalten

8 Videos1 Aufgabe1 Plug-in

8 VideosInsgesamt 44 Minuten

5.1 AI for Efficient Water Use and Irrigation5 Minuten
5.2 Soil Health Monitoring and Management with AI6 Minuten
5.3 Crop Yield Prediction Using Machine Learning7 Minuten
5.4 Machine Learning Models for Crop Disease Identification5 Minuten
5.5 AI-Powered Drones and AI Applications for Sustainable Crop Health and Pesticide Management 6 Minuten
5.6 AI-Driven Decision-Making for Farm Management5 Minuten
5.7 Automation in Farming, Resource Usage Reduction, and AI-Powered Market Forecasting in Agriculture6 Minuten
5.8 Case Study – AI in Precision Agriculture5 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 530 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Tab5 Minuten

Das ist alles enthalten

9 Videos1 Aufgabe1 Plug-in

9 VideosInsgesamt 33 Minuten

6.1 Machine Learning in Waste Classification6 Minuten
6.2 Smart Recycling Systems Powered by AI4 Minuten
6.3 AI Applications in Waste-to-Energy Conversion3 Minuten
6.4 Predicting Energy Production from Waste3 Minuten
6.5 Optimizing Waste Processing Plants with AI4 Minuten
6.6 AI in Material Recovery and Reprocessing4 Minuten
6.7 Minimizing Waste through AI-Driven Design4 Minuten
6.8 AI Models for the Circular Economy in Industries3 Minuten
6.9 Case Study: AI for Waste Sorting and Recycling3 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 630 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Problem Statement5 Minuten

Das ist alles enthalten

10 Videos1 Aufgabe1 Plug-in

10 VideosInsgesamt 43 Minuten

7.1 Satellite Imagery Analysis with AI5 Minuten
7.2 AI for Deforestation and Land Use Change Detection5 Minuten
7.3 Monitoring Water Bodies and Forests with Remote Sensing5 Minuten
7.4 AI-powered Solutions for Species Tracking4 Minuten
7.5 Machine Learning for Identifying and Protecting Endangered Species4 Minuten
7.6 AI for Monitoring Poaching and Illegal Activities4 Minuten
7.7 Ecosystem Modeling and Restoration using AI4 Minuten
7.8 Monitoring Biodiversity with Machine Learning4 Minuten
7.9 Predicting the Impact of Human Activities on Ecosystems4 Minuten
7.10 Case Study: AI for Deforestation Monitoring4 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 730 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Quiz5 Minuten

Das ist alles enthalten

10 Videos1 Aufgabe1 Plug-in

10 VideosInsgesamt 43 Minuten

8.1 Predictive Modeling for Water Demand Forecasting5 Minuten
8.2 AI Applications for Drought Prediction4 Minuten
8.3 Optimizing Water Use with AI in Agriculture and Urban Settings5 Minuten
8.4 AI-powered Irrigation Optimization5 Minuten
8.5 IoT and Machine Learning for Water Management5 Minuten
8.6 Precision Irrigation Systems and Their Environmental Benefits4 Minuten
8.7 AI for Water Contamination Detection6 Minuten
8.8 Real-time Monitoring of Water Bodies Using AI4 Minuten
8.9 Machine Learning Models for Water Purification4 Minuten
8.10 Case Study: AI for Smart Irrigation Systems3 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 830 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Accordion5 Minuten

Das ist alles enthalten

10 Videos1 Aufgabe1 Plug-in

10 VideosInsgesamt 51 Minuten

9.1 AI For Energy-Efficient Buildings and Urban Planning5 Minuten
9.2 Smart Grids, Transportation, and Waste Management Systems6 Minuten
9.3 AI-Driven Solutions For Urban Air Quality Monitoring5 Minuten
9.4 AI in Autonomous Vehicles and Electric Transportation5 Minuten
9.5 Smart Traffic Management with AI5 Minuten
9.6 AI-Powered Solutions For Sustainable Public Transport5 Minuten
9.7 Optimizing Resource Consumption in Cities Using AI6 Minuten
9.8 AI For Waste Reduction and Management in Urban Settings6 Minuten
9.9 Real-Time Urban Monitoring and Data Analysis7 Minuten
9.10 Case Study: AI for Urban Air Quality Monitoring3 Minuten

1 AufgabeInsgesamt 30 Minuten

Quiz 930 Minuten

1 Plug-inInsgesamt 5 Minuten

Activity: Scenario5 Minuten

Das ist alles enthalten

4 Videos1 Aufgabe

Das ist alles enthalten

3 Videos

Dozent

AI CERTs Team

AI CERTs

62 Kurse62.541 Lernende

von

AI CERTs

Mehr von Environmental Science and Sustainability entdecken

STARWEAVER
Gen AI For Sustainability
Kurs
Status: Kostenloser Testzeitraum
Rutgers the State University of New Jersey
Generative AI and ESG
Kurs
Kategorie: Vorschau
Coursera
Responsible AI Strategy Foundations
Kurs
Status: Kostenloser Testzeitraum
Alberta Machine Intelligence Institute
Ethics and Responsible Practices in GenAI
Kurs
Status: Kostenloser Testzeitraum

Warum entscheiden sich Menschen für Coursera für ihre Karriere?

Felipe M.

Lernender seit 2018

„Es ist eine großartige Erfahrung, in meinem eigenen Tempo zu lernen. Ich kann lernen, wenn ich Zeit und Nerven dazu habe.“

Jennifer J.

Lernender seit 2020

„Bei einem spannenden neuen Projekt konnte ich die neuen Kenntnisse und Kompetenzen aus den Kursen direkt bei der Arbeit anwenden.“

Larry W.

Lernender seit 2021

„Wenn mir Kurse zu Themen fehlen, die meine Universität nicht anbietet, ist Coursera mit die beste Alternative.“

Chaitanya A.

„Man lernt nicht nur, um bei der Arbeit besser zu werden. Es geht noch um viel mehr. Bei Coursera kann ich ohne Grenzen lernen.“

Schalten Sie den Zugang zu mehr als 10.000 Kursen mit einem Abonnement frei
Bringen Sie Ihre Karriere mit einem Online-Abschluss voran.
Erwerben Sie einen Abschluss von erstklassigen Universitäten – 100 % online
Schließen Sie sich den über 4.700 globalen Unternehmen an, die Coursera for Business wählen

Häufig gestellte Fragen

You will be able to use generative AI to streamline ESG reporting, analyze emissions, support sustainability planning, and improve decision-making across operations and strategy.

No. The course is built for non-technical sustainability and ESG professionals.

This course is designed specifically for sustainability professionals. It focuses on real ESG data, reporting needs, climate strategy, supplier evaluation, and operational use cases rather than broad AI theory.

To access course materials, assignments, and earn a Certificate, you'll need to purchase the Certificate experience when you enroll in a course. Eligible learners may also have the option to start with a Free Trial. Some courses may also offer a Full Course, No Certificate option. This lets you access course materials, submit required assessments, and receive a final grade, but you won't be able to earn or purchase a Certificate.

Weitere Fragen

Besuchen Sie die das Hilfe-Center für Kursteilnehmer.

Finanzielle Unterstützung verfügbar,