Implementing AI Solutions for Sustainability and Aid is a self-paced online course built from the Wiley title of the same name.

What this course covers

Introduction
Part I: Primer on Artificial Intelligence and Machine Learning
Chapter 1: What Is Artificial Intelligence and How Can It Be Used for Good?
Chapter 2: Artificial Intelligence: Its Application and Limitations
Chapter 3: Commonly Used Processes and Terms
Part II: Sustainability
Chapter 4: Deep Learning with Geospatial Data
Chapter 5: Nature-Dependent Tourism
Chapter 6: Wildlife Bioacoustics Detection
Chapter 7: Using Satellites to Monitor Whales from Space
Chapter 8: Social Networks of Giraffes
Chapter 9: Data-driven Approaches to Wildlife Conflict Mitigation in the Maasai Mara
Chapter 10: Mapping Industrial Poultry Operations at Scale
Chapter 11: Identifying Solar Energy Locations in India
Chapter 12: Mapping Glacial Lakes
Chapter 13: Forecasting and Explaining Degradation of Solar Panels with AI
Part III: Humanitarian Action
Chapter 14: Post-Disaster Building Damage Assessment
Chapter 15: Dwelling Type Classification
Chapter 16: Damage Assessment Following the 2023 Earthquake in Turkey
Chapter 17: Food Security Analysis
Chapter 18: BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
Chapter 19: Broadband Connectivity
Chapter 20: Monitoring the Syrian War with Natural Language Processing
Chapter 21: The Proliferation of Misinformation Online
Chapter 22: Unlocking the Potential of AI with Open Data
Part IV: Health
Chapter 23: Detecting Middle Ear Disease
Chapter 24: Detecting Leprosy in Vulnerable Populations
Chapter 25: Automated Segmentation of Prostate Cancer Metastases
Chapter 26: Screening Premature Infants for Retinopathy of Prematurity in Low-Resource Settings
Chapter 27: Long-Term Effects of COVID-19
Chapter 28: Using Artificial Intelligence to Inform Pancreatic Cyst Management
Chapter 29: NLP-Supported Chatbot for Cigarette Smoking Cessation
Chapter 30: Mapping Population Movement Using Satellite Imagery
Chapter 31: The Promise of AI and Generative Pre-Trained Transformer Models in Medicine
Part V: Summary, Looking Forward, and Additional Resources
Epilogue: Getting Good at AI for Good
AI and Satellites: Critical Tools to Help Us with Planetary Emergencies
Additional Resources
Acknowledgments
About the Editors