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Generative AI for Sustainability · LearnSpace
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Generative AI for Sustainability

Курс от AI CERTs
Начальный≈ 22.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

ForecastingPredictive AnalyticsPredictive ModelingEnvironmental MonitoringStakeholder ManagementSustainable BusinessStakeholder EngagementCompliance ReportingAI IntegrationsStakeholder CommunicationsResponsible AICorporate SustainabilityAutomationProcess ModelingSupplier Performance ManagementBusiness ReportingSustainability StandardsEnvironmental Social And Corporate Governance (ESG)Climate Change MitigationDecision Intelligence

Программа курса

10 модулей · 129 учебных материалов

01Module 1: Introduction to AI and Sustainability12 материалов
Navigation VideoВидеоCourse IntroductionВидеоEbook: Module 1: Introduction to AI and SustainabilityPLUGINAudiobook: Module 1: Introduction to AI and SustainabilityВидео

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Преподаватель курса

Generative AI for Sustainability
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Обучение на Coursera

≈ 22.5 ч

10 модулей

Язык: Английский

Часть программы вашего университета
Podcast: Module 1: Introduction to AI and SustainabilityВидео
1.1 Overview of Artificial IntelligenceВидео
1.2 Introduction to SustainabilityВидео
1.3 Sustainability ChallengesВидео
1.4 Introduction to Multi-Agent SystemsВидео
1.5 Case Study: AI Models for Climate Change PredictionВидео
ACTIVITY: Multiple ChoicePLUGIN
Quiz 1Задание
02Module 2: AI Techniques for Sustainability Solutions14 материалов
Ebook: Module 2: AI Techniques for Sustainability SolutionsPLUGINAudiobook: Module 2: AI Techniques for Sustainability SolutionsВидеоPodcast: Module 2: AI Techniques for Sustainability SolutionsВидео2.1 Understanding Sustainability Challenges and Global ResponsesВидео2.2 Applying Supervised Learning for Environmental Forecasting and ClassificationВидео2.3 Case Study: Predicting Air Quality in Beijing: A Machine Learning Approach Видео2.4 Unsupervised Learning for Environmental Insights and Resource OptimizationВидео2.5 Dimensionality Reduction in Sustainability: Case Study on Precision Agriculture Using Unsupervised LearningВидео2.6 Basics of Reinforcement LearningВидео2.7 Applications of Reinforcement Learning in Resource Management and Case Study: Smart Water Grid Optimization in BarcelonaВидео2.8 The Environmental Impact of AI SystemsВидео2.9 Designing Energy-Efficient AI Models for SustainabilityВидеоACTIVITY: TabPLUGINQuiz 2Задание
03Module 3: ​AI for Climate Change Mitigation12 материалов
Ebook: Module 3: ​AI for Climate Change MitigationPLUGINAudiobook: Module 3: ​AI for Climate Change MitigationВидеоPodcast: Module 3: ​AI for Climate Change MitigationВидео3.1 Predictive Models for Weather and Climate Pattern Видео3.2 Machine Learning for Climate Change ForecastingВидео3.3 AI-Based Risk Assessment and Mitigation Видео3.4 Grid Optimization and Energy Storage with AIВидео3.5 Demand Forecasting for Energy ConsumptionВидео3.6 AI Tools for Calculating and Reducing Carbon Footprints +Видео3.7 AI-Powered Emission Monitoring SystemsВидеоACTIVITY: Case StudyPLUGINQuiz 3Задание
04Module 4: ​AI in Sustainable Energy Systems12 материалов
Ebook: Module 4: ​AI in Sustainable Energy SystemsPLUGINAudiobook: Module 4: ​AI in Sustainable Energy SystemsВидеоPodcast: Module 4: ​AI in Sustainable Energy SystemsВидео4.1 Predictive Maintenance in Energy SystemsВидео4.2 AI for Smart Grids and Dynamic Energy Distribution +Видео4.3 AI Applications for Wind and Solar Power ManagementВидео4.4 Real-Time Monitoring of Renewable Energy Sources + Optimizing Energy Production with AIВидео4.5 Energy Storage Management Using AIВидео4.6 Load Balancing for Energy GridsВидео4.7 AI for Optimizing Battery Performance and Storage SolutionsВидеоACTIVITY: HotspotPLUGINQuiz 4Задание
05Module 5: ​AI for Sustainable Agriculture13 материалов
Ebook: Module 5: ​AI for Sustainable AgriculturePLUGINAudiobook: Module 5: ​AI for Sustainable AgricultureВидеоPodcast: Module 5: ​AI for Sustainable AgricultureВидео5.1 AI for Efficient Water Use and IrrigationВидео5.2 Soil Health Monitoring and Management with AIВидео5.3 Crop Yield Prediction Using Machine LearningВидео5.4 Machine Learning Models for Crop Disease IdentificationВидео5.5 AI-Powered Drones and AI Applications for Sustainable Crop Health and Pesticide Management Видео5.6 AI-Driven Decision-Making for Farm ManagementВидео5.7 Automation in Farming, Resource Usage Reduction, and AI-Powered Market Forecasting in AgricultureВидео5.8 Case Study – AI in Precision AgricultureВидеоACTIVITY: TabPLUGINQuiz 5Задание
06Module 6: AI in Waste Management and Circular Economy 14 материалов
Ebook: Module 6: AI in Waste Management and Circular Economy PLUGINAudiobook: Module 6: AI in Waste Management and Circular Economy ВидеоPodcast: Module 6: AI in Waste Management and Circular Economy Видео6.1 Machine Learning in Waste ClassificationВидео6.2 Smart Recycling Systems Powered by AIВидео6.3 AI Applications in Waste-to-Energy ConversionВидео6.4 Predicting Energy Production from WasteВидео6.5 Optimizing Waste Processing Plants with AIВидео6.6 AI in Material Recovery and ReprocessingВидео6.7 Minimizing Waste through AI-Driven DesignВидео6.8 AI Models for the Circular Economy in IndustriesВидео6.9 Case Study: AI for Waste Sorting and RecyclingВидеоACTIVITY: Problem StatementPLUGINQuiz 6Задание
07Module 7: AI for Biodiversity Conservation and Environmental Monitoringdule15 материалов
Ebook: Module 7: AI for Biodiversity Conservation and Environmental MonitoringdulePLUGINAudiobook: Module 7: AI for Biodiversity Conservation and Environmental MonitoringduleВидеоPodcast: Module 7: AI for Biodiversity Conservation and Environmental MonitoringduleВидео7.1 Satellite Imagery Analysis with AIВидео7.2 AI for Deforestation and Land Use Change DetectionВидео7.3 Monitoring Water Bodies and Forests with Remote SensingВидео7.4 AI-powered Solutions for Species TrackingВидео7.5 Machine Learning for Identifying and Protecting Endangered SpeciesВидео7.6 AI for Monitoring Poaching and Illegal ActivitiesВидео7.7 Ecosystem Modeling and Restoration using AIВидео7.8 Monitoring Biodiversity with Machine LearningВидео7.9 Predicting the Impact of Human Activities on EcosystemsВидео7.10 Case Study: AI for Deforestation MonitoringВидеоACTIVITY: True or FalsePLUGINQuiz 7Задание
08Module 8: AI for Water Resource Management15 материалов
Ebook: Module 8: AI for Water Resource ManagementPLUGINAudiobook: Module 8: AI for Water Resource ManagementВидеоPodcast: Module 8: AI for Water Resource ManagementВидео8.1 Predictive Modeling for Water Demand ForecastingВидео8.2 AI Applications for Drought PredictionВидео8.3 Optimizing Water Use with AI in Agriculture and Urban SettingsВидео8.4 AI-powered Irrigation OptimizationВидео8.5 IoT and Machine Learning for Water ManagementВидео8.6 Precision Irrigation Systems and Their Environmental BenefitsВидео8.7 AI for Water Contamination DetectionВидео8.8 Real-time Monitoring of Water Bodies Using AIВидео8.9 Machine Learning Models for Water PurificationВидео8.10 Case Study: AI for Smart Irrigation SystemsВидеоACTIVITY: AccordionPLUGINQuiz 8Задание
09Module 9: AI for Sustainable Cities and Smart Urban Development15 материалов
Ebook: Module 9: AI for Sustainable Cities and Smart Urban DevelopmentPLUGINAudiobook: Module 9: AI for Sustainable Cities and Smart Urban DevelopmentВидеоPodcast: Module 9: AI for Sustainable Cities and Smart Urban DevelopmentВидео9.1 AI For Energy-Efficient Buildings and Urban PlanningВидео9.2 Smart Grids, Transportation, and Waste Management SystemsВидео9.3 AI-Driven Solutions For Urban Air Quality MonitoringВидео9.4 AI in Autonomous Vehicles and Electric TransportationВидео9.5 Smart Traffic Management with AIВидео9.6 AI-Powered Solutions For Sustainable Public TransportВидео9.7 Optimizing Resource Consumption in Cities Using AIВидео9.8 AI For Waste Reduction and Management in Urban SettingsВидео9.9 Real-Time Urban Monitoring and Data AnalysisВидео9.10 Case Study: AI for Urban Air Quality MonitoringВидеоACTIVITY: Scenario ActivityPLUGINQuiz 9Задание
10Module 10: Capstone Project: Designing an AI Solution for a Sustainability Challenge7 материалов
Ebook: Module 10: Capstone Project: Designing an AI Solution for a Sustainability ChallengePLUGINAudiobook: Module 10: Capstone Project: Designing an AI Solution for a Sustainability ChallengeВидеоPodcast: Module 10: Capstone Project: Designing an AI Solution for a Sustainability ChallengeВидео10.1 Problem Identification and Data CollectionВидео10.2 Building and Implementing AI ModelsВидео10.3 Evaluation and Impact AssessmentВидеоModule 10: Course Summary Видео