Overview
Artificial Intelligence (AI) and Machine Learning (ML) involves using computer algorithms to analyse large amounts of data to identify patterns, predict behaviors, and make informed decisions to enhance conservation strategies and management.
Image credit: Sarah Bassing and the Washington Predator-Prey Project

Reviews
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Complete / Comprehensive / Easy to use / Free to use /
This is my go-to app for identifying any living thing, but I love using it mainly because the observations I make can help real science! I have had a few researchers specifically use data I have contributed...
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Beginner friendly / Free to use /
Really good documentation and the package developers are very responsive to questions too! Great for folks like me who aren't super well-versed in Python. Easy set-up and just a few lines of code to get...
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Beginner friendly / Easy to use / Free to use / Stable / Reliable /
The Cornell Lab of Ornithology, with eBird and Merlin, has revolutionized amateur and expert birding. With Merlin, you can download regional packs to explore bird species specific to an area, or use its AI-...