What are the vulnerabilities of ML models ? Why do we need to care about their security ? And how can we secure ML Systems ? (more…)
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In the last few months, I have had several people contact me about their enthusiasm for venturing into the world of data science and using Machine Learning (ML) techniques to probe statistical regularities and build impeccable data-driven products. Howeve... (more…)
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Like most machine-learning models, effective machine translation requires massive amounts of training data to produce intelligible results. But where’s the best place to look for multilingual datasets? We combed the web to create the ultimate cheat sheet. (more…)
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Graph Machine Learning (GML) is receiving growing interest within the
pharmaceutical and biotechnology industries for its ability to model
biomolecular structures, the functional relationships between them, and
integrate multi-omic datasets - amongst othe... (more…)
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In most sports, especially football, most coaches and analysts search for key
performance indicators using notational analysis. This method utilizes a
statistical summary of events based on video footage and numerical records of
goal scores. Unfortunately... (more…)
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