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AI for Good: Solutions for Sustainability, Health, and Aid · LearnSpace
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AI for Good: Solutions for Sustainability, Health, and Aid

Курс от John Wiley & Sons
Начальный≈ 21.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Based on the book, AI for Good, by Juan M. Lavista Ferres and William B. Weeks. Artificial intelligence is transforming how we address the world's most pressing challenges, from sustainability to healthcare. This course explores AI’s significant role in tackling climate change, improving disaster relief, and enhancing healthcare. By using real-world examples, it provides actionable insights into how AI is improving global well-being and creating positive social impact. The course dives into practical strategies for implementing AI responsibly, emphasizing fairness, transparency, and collaboration to ensure AI benefits all sectors. Learn how AI can be used to address critical issues such as climate change and health disparities while maintaining ethical integrity. What sets this course apart is its blend of theory and practical applications, showing how AI is making a tangible difference in various domains. By examining the intersection of AI with social good, the course provides a roadmap for future advancements and solutions for a sustainable world. This course is designed for business leaders, policymakers, humanitarian organizations, and anyone interested in using AI to address global challenges. A basic understanding of AI is helpful, though the course is accessible to both technical and non-technical learners. Copyright © 2024 by John Wiley & Sons, Inc. All rights reserved. Published by John Wiley & Sons, Inc., Hoboken, New Jersey.

Навыки, которые вы освоите

Model TrainingArtificial IntelligenceSustainable DevelopmentData-Driven Decision-MakingNatural Language ProcessingResponsible AIMedical ImagingApplied Machine LearningGenerative AISpatial Data AnalysisSocial ImpactSpatial AnalysisMachine LearningEnvironmental MonitoringData EthicsHealthcare Industry KnowledgeGeospatial Information and TechnologyHealth TechnologyAI literacyDeep Learning

Программа курса

31 модулей · 130 учебных материалов

01What Is Artificial Intelligence and How Can It Be Used for Good5 материалов

Lesson 1

Course - Overview VideoВидеоWhat Is Artificial Intelligence and How Can It Be Used for Good - Overview VideoВидеоIntroductionЧтениеWhat If Artificial Intelligence Were Used to Improve Societal Good?Чтение

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Преподаватель курса

AI for Good: Solutions for Sustainability, Health, and Aid
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Обучение на Coursera

≈ 21.8 ч

31 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Foundations of Artificial IntelligenceЗадание
02Artificial Intelligence: Its Application and Limitations9 материалов

Lesson 1

Artificial Intelligence: Its Application and Limitations - Overview VideoВидеоIntroductionЧтениеThe Power of Artificial IntelligenceЧтениеPredictive Power Does Not Imply CausationЧтениеModels Can Be GamedЧтениеAI Expertise Alone Cannot Solve World ProblemsЧтениеThe Training Process: Learning Language Through DataЧтениеLLMs as a Language AidЧтениеExploring Artificial Intelligence: Applications and ChallengesЗадание
03Commonly Used Processes and Terms3 материалов

Lesson 1

Commonly Used Processes and Terms - Overview VideoВидеоCommonly Used Processes and Terms - The ReadingЧтениеFoundations of Data Science and Research PracticesЗадание
04Deep Learning with Geospatial Data3 материалов

Lesson 1

Deep Learning with Geospatial Data - Overview VideoВидеоDeep Learning with Geospatial Data - The ReadingЧтениеGeospatial Data and Deep Learning FundamentalsЗадание
05Nature-Dependent Tourism4 материалов

Lesson 1

Nature-Dependent Tourism - Overview VideoВидеоIntroductionЧтениеDiscussionЧтениеSustainable Tourism and Environmental StewardshipЗадание
06Wildlife Bioacoustics Detection4 материалов

Lesson 1

Wildlife Bioacoustics Detection - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеBioacoustics and Machine Learning in Wildlife DetectionЗадание
07Using Satellites to Monitor Whales from Space3 материалов

Lesson 1

Using Satellites to Monitor Whales from Space - Overview VideoВидеоUsing Satellites to Monitor Whales from Space - The ReadingЧтениеSatellite Applications in Marine ConservationЗадание
08Social Networks of Giraffes5 материалов

Lesson 1

Social Networks of Giraffes - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеDiscussionЧтениеSocial Dynamics of GiraffesЗадание
09Data-Driven Approaches to Wildlife Conflict Mitigation in the Maasai Mara4 материалов

Lesson 1

Data-Driven Approaches to Wildlife Conflict Mitigation in the Maasai Mara - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеData-Driven Strategies in Wildlife ConservationЗадание
10Mapping Industrial Poultry Operations at Scale3 материалов

Lesson 1

Mapping Industrial Poultry Operations at Scale - Overview VideoВидеоMapping Industrial Poultry Operations at Scale - The ReadingЧтениеMapping Industrial Poultry Operations at ScaleЗадание
11Identifying Solar Energy Locations in India3 материалов

Lesson 1

Identifying Solar Energy Locations in India - Overview VideoВидеоIdentifying Solar Energy Locations in India - The ReadingЧтениеSolar Energy and Land Use in IndiaЗадание
12Mapping Glacial Lakes4 материалов

Lesson 1

Mapping Glacial Lakes - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеAdvancements in Glacial Lake Monitoring and AnalysisЗадание
13Forecasting and Explaining Degradation of Solar Panels with AI4 материалов

Lesson 1

Forecasting and Explaining Degradation of Solar Panels with AI - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеAI-Driven Solar Panel Degradation AnalysisЗадание
14Post-Disaster Building Damage Assessment4 материалов

Lesson 1

Post-Disaster Building Damage Assessment - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеPost-Disaster Building Damage Assessment TechniquesЗадание
15Dwelling Type Classification4 материалов

Lesson 1

Dwelling Type Classification - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеDwelling Type Classification and Risk AssessmentЗадание
16Damage Assessment Following the 2023 Earthquake in Turkey3 материалов

Lesson 1

Damage Assessment Following the 2023 Earthquake in Turkey - Overview VideoВидеоDamage Assessment Following the 2023 Earthquake in Turkey - The ReadingЧтениеPost-Earthquake Damage Analysis and TechnologyЗадание
17Food Security Analysis5 материалов

Lesson 1

Food Security Analysis - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеFindingsЧтениеFood Security Analysis and Predictive ModelingЗадание
18BankNote-Net: Open Dataset for Assistive Universal Currency Recognition4 материалов

Lesson 1

BankNote-Net: Open Dataset for Assistive Universal Currency Recognition - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеBankNote-Net Dataset and Assistive Currency RecognitionЗадание
19Broadband Connectivity3 материалов

Lesson 1

Broadband Connectivity - Overview VideoВидеоBroadband Connectivity - The ReadingЧтениеBroadband Connectivity and Data Privacy FundamentalsЗадание
20Monitoring the Syrian War with Natural Language Processing4 материалов

Lesson 1

Monitoring the Syrian War with Natural Language Processing - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеAnalyzing Text Data for Conflict InsightsЗадание
21The Proliferation of Misinformation Online4 материалов

Lesson 1

The Proliferation of Misinformation Online - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеNavigating the Digital Information LandscapeЗадание
22Unlocking the Potential of AI with Open Data5 материалов

Lesson 1

Unlocking the Potential of AI with Open Data - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеDiscussionЧтениеExploring Open Data and AI CollaborationЗадание
23Detecting Middle Ear Disease4 материалов

Lesson 1

Detecting Middle Ear Disease - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеDetecting Middle Ear Disease and AI ApplicationsЗадание
24Detecting Leprosy in Vulnerable Populations3 материалов

Lesson 1

Detecting Leprosy in Vulnerable Populations - Overview VideoВидеоDetecting Leprosy in Vulnerable Populations - The ReadingЧтениеAI and Leprosy Detection in Vulnerable CommunitiesЗадание
25Automated Segmentation of Prostate Cancer Metastases4 материалов

Lesson 1

Automated Segmentation of Prostate Cancer Metastases - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеProstate Cancer Metastases Segmentation InsightsЗадание
26Screening Premature Infants for Retinopathy of Prematurity in Low-Resource Settings5 материалов

Lesson 1

Screening Premature Infants for Retinopathy of Prematurity in Low-Resource Settings - Overview VideoВидеоIntroductionЧтениеRetinal Image SelectorЧтениеFindingsЧтениеScreening Premature Infants for Retinopathy of PrematurityЗадание
27Long-Term Effects of COVID-194 материалов

Lesson 1

Long-Term Effects of COVID-19 - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеLong-Term Impacts of COVID-19 and Research MethodsЗадание
28Using Artificial Intelligence to Inform Pancreatic Cyst Management4 материалов

Lesson 1

Using Artificial Intelligence to Inform Pancreatic Cyst Management - Overview VideoВидеоIntroductionЧтениеFindingsЧтениеArtificial Intelligence in Pancreatic Cyst ManagementЗадание
29NLP-Supported Chatbot for Cigarette Smoking Cessation6 материалов

Lesson 1

NLP-Supported Chatbot for Cigarette Smoking Cessation - Overview VideoВидеоIntroductionЧтениеMethods UsedЧтениеFindingsЧтениеFinal Version of QuitBotЧтениеNLP-Driven Support for Smoking CessationЗадание
30Mapping Population Movement Using Satellite Imagery6 материалов

Lesson 1

Mapping Population Movement Using Satellite Imagery - Overview VideoВидеоIntroductionЧтениеBuilding Density Estimated from Remote Sensing DataЧтениеEstimating People per StructureЧтениеFindingsЧтениеAnalyzing Population Movement with Satellite DataЗадание
31The Promise of AI and Generative Pre-Trained Transformer Models in Medicine4 материалов

Lesson 1

The Promise of AI and Generative Pre-Trained Transformer Models in Medicine - Overview VideoВидеоIntroductionЧтениеRadiologyЧтениеAI and GPT Models in Medical AdvancementЗадание