How to avoid machine learning pitfalls: a guide for academic researchers A really nice guide on doing machine learning the right way. Covers nearly all machine learning stages(before/after modeling, evaluation,…) and do's & don'ts in each stage. https://
arxiv.org/abs/2108.02497

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