Remove 2010 Remove Cross Validation Remove Machine Learning
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The Evolution of Tabular Data: From Analysis to AI

Towards AI

Tabular data has been around for decades and is one of the most common data types used in data analysis and machine learning. This exposed many data scientists and machine learning engineers to the power of analyzing and building models on tabular data. This helped form a community of practice around tabular data.

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French Fiscal AI Innovation and Prediction Challenge: Podium Winners

Ocean Protocol

Participants were tasked with developing predictive models, identifying correlations between population size and tax revenue, and assessing the impact of significant tax policy changes, such as eliminating the Professional Tax in 2010. billion pre-2010 to €1.97 billion post-2010. billion pre-2010 to €1.97

AI 45
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Intuitive robotic manipulator control with a Myo armband

Mlearning.ai

Machine learning is a popular choice here. I tried several other machine learning classifiers, but SVM turned out to be the best. Furthermore, it involves just dot-products, a fast operation for nowadays machines to carry on. Of course, any machine learning algorithm requires a proper dataset to train on.