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Alectio is the pioneer in Sustainable Machine Learning. We believe that the reason why so many ML teams and companies fail to see a return on their investment is due to the approach to Big Data; data scientists keep relying on hardware to process their exponentially growing training sets, but ultimately this brute force approach is getting too expensive, and is even causing biases in their models. Alectio is developing solutions to help ML teams build models with significantly less data by filtering out "useless" or "hurtful" data. And if you think that our approach might cause overfitting, fear not: our solutions actually help reduce the chances of overfitting while improving your ML lifecycle and reduce your costs and time to delivery.
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