Our Blog
Porto Seguro Challenge – 2nd Place Solution
We are pleased to announce that we got second place in the Porto Seguro Challenge, a competition organized by the largest insurance company in Brazil. Porto Seguro challenged us to build an ...
Predicting Reading Level of Texts – A Kaggle NLP Competition
Introduction: One of the main fields of AI is Natural Language Processing and its applications in the real world. Here on Amalgam.ai we are building different models to solve some of the problems ...
Porto Seguro Challenge
Introduction: In the modern world the competition for marketing space is fierce, nowadays every company that wants the slight advantage needs AI to select the best customers and increase the ROI ...
Distributed learning in an on-premise cluster – A Kaggle Reinforcement Learning case
Have you tried any distributed learning algorithms? If you are just starting out in this area, I have my doubts, but if you have been on this path for a few years, you might have faced one of ...
Machine Learning Reproducibility: A Kaggle Competition Use-Case
Even though Reproducibility in Machine Learning is a theme that people hear about now and then, we still see that people are practicing it only to a certain degree. Even between Kaggle ...
Ranking labs-of-origin for genetically engineered DNA using Metric Learning
With the constant advancements of genetic engineering, a common concern is to be able to identify the lab-of-origin of genetically engineered DNA sequences. For that reason, AltLabs has hosted ...
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