linkstream2 microblog

https://twitter.com/carlzimmer/status/989191766745272320

https://twitter.com/carlzimmer/status/989196672503812102

https://twitter.com/carlzimmer/status/989197056060284928

https://twitter.com/carlzimmer/status/989214467882934272

Points of significance – #MachineLearning: supervised methods https://www.Nature.com/articles/nmeth.4551 Nice discussion of the k in k-NN & the slack parm. C, penalizing misclassified points in SVM — both which act somewhat analogously as regularizers. Good for #teaching

Genic Intolerance to Functional Variation & the Interpretation of Personal Genomes
http://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1003709 Nice plot of the number of rare v common variants in each gene to find outliers particularly tolerant to impactful (eg #LOF) mutations

http://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1003709

Petrovski et al ’13

http://researchdata.yale.edu/training-calendarthe Research Data Support website has published a unified calendar for data and research skills training provided by the Library, Center for Research Computing, Medical Library, and Center for Teaching and Learning.