Recipe
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Getting to Know AI for Sustainability

Collaborators
Reviewers
Total time needed: ~3 hours
Learning Objectives
Get an overview of how AI can help preserving natural resources and maintain economic and environmental sustainability. Learn about AI role in development of industries with carbon footprints, and how it can be used for climate monitoring and species protection.
Potential Use Cases
Energy, Transportation, Agriculture, Water, Climate and Species Protection
Target Audience
BEGINNER
Go through the following annotated items in order:
ARTICLE 1. AI for a sustainable future: think globally, act locally!
  • What is the future of sustainability?
  • What are the key challenges and AI contribution in industries playing a role in the future of sustainability?
  • What are some of the recent real-world applications of AI in those industries?
30 minutes
ARTICLE 2. How AI can enable a sustainable future | Microsoft & PWC
  • What is the impact of AI in the future of economy and environment?
  • What industries have significant carbon footprint and how utilizing AI can reduce GHG emissions in those industries?
  • What is the impact of AI in the future job market?
30 minutes
ARTICLE 3. Environmental sustainability and AI | Forbs
  • Does AI have a carbon footprint?
  • How can AI be used to reduce carbon footprints?
10 minutes
ARTICLE 4. How IoT and AI can enable environmental sustainability | Forbs
  • What are some of use cases of AI for environmental sustainability?
10 minutes
ARTICLE 5. The technology behind our recent improvements in flood forecasting | Google AI
  • Can AI be used for natural disaster forecasting?
10 minutes
ARTICLE 6. Leveraging temporal context for object detection | Google AI
  • What is the use case of AI in species protection?
10 minutes
ARTICLE 7. AI for Earth technical resources | Microsoft
  • What are some of available open-source tools addressing AI for sustainability?
30 minutes

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Edward J.

Product Manager

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"I had a hard time keeping up with the latest in machine learning, let alone understanding and applying those concepts, until I found this community."

Emily W.

MSc Student

testimonial icon
"Hands-on and practical exposure to deep learning while working with experts from industry and brilliant members is something that I was missing before finding this platform."

Werner C.

Data Scientist

testimonial icon
"Best Environment to discuss theory and implementation of the latest in machine learning and to continuously learn."

Susan S.

Data Scientist

testimonial icon
"Unlike other workshops, this experience included designing more than just machine-learning models. Full end-to-end AI solutions including MLOps was a necessary part of the Capstone. It was incredible to be able to conceptualize, design and build an AI product which resulted in attracting real investors."

Edward J.

Product Manager