<![CDATA[BOL: A guide to machine learning for biologists]]> https://bioinformaticsonline.com/bookmarks/view/43369/a-guide-to-machine-learning-for-biologists? https://bioinformaticsonline.com/bookmarks/view/43369/a-guide-to-machine-learning-for-biologists Wed, 15 Sep 2021 13:21:08 -0500 https://bioinformaticsonline.com/bookmarks/view/43369/a-guide-to-machine-learning-for-biologists <![CDATA[A guide to machine learning for biologists]]> We aim to provide readers with a gentle introduction to a few key machine learning techniques, including the most recently developed and widely used techniques involving deep neural networks. We describe how different techniques may be suited to specific types of biological data, and also discuss some best practices and points to consider when one is embarking on experiments involving machine learning. Some emerging directions in machine learning methodology are also discussed.

Address of the bookmark: https://www.nature.com/articles/s41580-021-00407-0

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