How to Spot Sustainability with Adzact

The age of AI is upon us, but can it help us save the planet? In this video, we'll take a look at how Adzact applies foundation language models (particularly transformers and Google's BERT) to the task of identifying sustainable businesses.

Key Moments
0:00 Intro

0:38 Machine Learning

1:46 Transformers

5:09 Foundation Models

6:19 BERT

7:49 Fine-Tuning for Sustainability 10:01 Bias

11:01 Outro

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FURTHER READING

Transformers https://arxiv.org/pdf/1706.03762.pdf https://towardsdatascience.com/transf... https://www.analyticsvidhya.com/blog/... https://www.analyticsvidhya.com/blog/... https://www.analyticsvidhya.com/blog/... http://jalammar.github.io/illustrated... Foundation Models https://research.ibm.com/blog/what-ar... https://deeplizard.com/learn/video/5T... BERT https://huggingface.co/blog/bert-101 https://www.analyticsvidhya.com/blog/... https://towardsdatascience.com/what-e...