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

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues.

Generative AI for Sustainability

Q: [hidden]

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

Instructeur : AI CERTs Team

Inclus avec En savoir plus

11 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

1 semaine à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

11 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

1 semaine à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

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.

Compétences que vous acquerrez

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

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Récemment mis à jour !

avril 2026

Évaluations

10 devoirs

Enseigné en Anglais

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Il y a 11 modules dans ce cours

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.

Inclus

6 vidéos1 devoir1 plugin

6 vidéosTotal 30 minutes

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

1 devoirTotal 30 minutes

Quiz 130 minutes

1 pluginTotal 5 minutes

Activity: MCQ5 minutes

Inclus

9 vidéos1 devoir1 plugin

9 vidéosTotal 45 minutes

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

1 devoirTotal 30 minutes

Quiz 230 minutes

1 pluginTotal 5 minutes

Activity: Tab5 minutes

Inclus

7 vidéos1 devoir1 plugin

7 vidéosTotal 39 minutes

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

1 devoirTotal 30 minutes

Quiz 330 minutes

1 pluginTotal 5 minutes

Activity: Case Study5 minutes

Inclus

7 vidéos1 devoir1 plugin

7 vidéosTotal 47 minutes

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

1 devoirTotal 30 minutes

Quiz 430 minutes

1 pluginTotal 5 minutes

Activity: Hotspot5 minutes

Inclus

8 vidéos1 devoir1 plugin

8 vidéosTotal 44 minutes

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

1 devoirTotal 30 minutes

Quiz 530 minutes

1 pluginTotal 5 minutes

Activity: Tab5 minutes

Inclus

9 vidéos1 devoir1 plugin

9 vidéosTotal 33 minutes

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

1 devoirTotal 30 minutes

Quiz 630 minutes

1 pluginTotal 5 minutes

Activity: Problem Statement5 minutes

Inclus

10 vidéos1 devoir1 plugin

10 vidéosTotal 43 minutes

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

1 devoirTotal 30 minutes

Quiz 730 minutes

1 pluginTotal 5 minutes

Activity: Quiz5 minutes

Inclus

10 vidéos1 devoir1 plugin

10 vidéosTotal 43 minutes

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

1 devoirTotal 30 minutes

Quiz 830 minutes

1 pluginTotal 5 minutes

Activity: Accordion5 minutes

Inclus

10 vidéos1 devoir1 plugin

10 vidéosTotal 51 minutes

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

1 devoirTotal 30 minutes

Quiz 930 minutes

1 pluginTotal 5 minutes

Activity: Scenario5 minutes

Inclus

4 vidéos1 devoir

Inclus

3 vidéos

Instructeur

AI CERTs Team

AI CERTs

62 Cours62 707 apprenants

Offert par

AI CERTs

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Foire Aux Questions

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.

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