learning theory

Jun 22 2021

Full cross-validation and generating learning curves for time-series models

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Kindly reposted to KDnuggets by Gregory Piatetsky-ShapiroPreambleTime-series analysis is needed almost in any quantitative field and real-life systems that collects data over time, i.e., temporal datasets. Building predictive models on temporal datasets for future evolution of systems in...

machine learning deep learning learning-curve statistical learning learning theory cross-validation time-series statistics temporal

Nov 17 2017

Teaching to machines: What is learning in machine learning entails?

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Preamble Ebbinghaus (WikipediaMachine Learning (ML) is now a de-facto skill for every quantitative job and almost every industry embraced it, even though fundamentals of the field is not new at all. However, what does it mean to teach to a machine? Unfortunately, for even moderate technical people...

machine learning data science data analysis statistical learning hebbian learning supervised learning gnu r learning theory function inference clustering classsification r hebbian theory r project