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Deeper Insights has pledged to be Carbon Neutral by the end of 2022 and also offer carbon emissions offset for all new customer projects going forward.

The Deeper Insights team have participated in two new Kaggle competitions focusing on solving these problems:

1. Use #AI and #mlmodels to analyze argumentative writing elements from students grade 6-12
2. Use #machinelearningtools to Detect single neuronal cells in microscopy images (which could help new and effective drug discoveries to treat the millions of people with Alzheimers and brain tumours).

AI for Good, Data Science For Social Good, Data For Good, they all boil down to the same thing. Applying the latest in Artificial Intelligence (Machine Learning, Natural Language Processing, Computer Vision) to just and social causes.

So what's all the hype?

Understanding commonsense reasoning for artificial intelligence.

Clive Humby famously coined the phrase "Data is the new oil", it sure is. But only if you know what to do with it. Data can be useless unless it's accessed, stored and processed properly.

Deeper Insights have worked in partnership to develop BECCA, the Breast Cancer Care app.

DI provided the underpinning technology that analyses millions of data and automatically generates information flashcards saving Breast Cancer Care valuable human resources and delivering much-needed information to those affected by breast cancer.

Everything you wanted to know about Federated Machine Learning such as protecting the privacy of the users of wearables, while still leveraging the information generated by the information.

Understanding the extraordinary potential of applying methods like Natural Logical Inference on top of Natural Language Processing, explaining that where NLP uses language to extract the facts that language states directly, NLI additionally uses syllogistic reasoning on top of those facts to generate entirely new knowledge.