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how_to [2020/03/06 03:44]
admin [Access a Bioconductor package source code?]
how_to [2020/05/28 07:33] (current)
shiva [Get familiar with machine learning and its applications in computational biology?]
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 ==== Get familiar with machine learning and its applications in computational biology? ==== ==== Get familiar with machine learning and its applications in computational biology? ====
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 +- You can enroll in many online machine learning courses. Some of the best courses in ML can be found [[https://​docs.google.com/​spreadsheets/​d/​1AK8lqS-ztMhh8YoOaQ7ScIZmabrQ5AFxAyXKwYWiT04/​edit#​gid=0|here]].
  
 - Most common ML techniques are very well explained in [[https://​scikit-learn.org/​stable/​user_guide.html|Scikit learn]] with [[https://​scikit-learn.org/​stable/​modules/​decomposition.html|illustrations]] and example Python code. These techniques have been implemented in [[https://​www.kaggle.com/​getting-started/​5243|R]] packages including mlr3 and tidymodels. - Most common ML techniques are very well explained in [[https://​scikit-learn.org/​stable/​user_guide.html|Scikit learn]] with [[https://​scikit-learn.org/​stable/​modules/​decomposition.html|illustrations]] and example Python code. These techniques have been implemented in [[https://​www.kaggle.com/​getting-started/​5243|R]] packages including mlr3 and tidymodels.