January 2018
Intermediate to advanced
470 pages
11h 9m
English
Content preview from Scala Machine Learning Projects
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Machine learning for genetic variants
Research has revealed that population groups from Asia, Europe, Africa, and America can be separated based on their genomic data. However, it is more challenging to accurately predict the haplogroup and the continent of origin, that is, geography, ethnicity, and language. Other research shows that the Y chromosome lineage can be geographically localized, forming the evidence for (geographically) clustering the human alleles of the human genotypes.
Thus, the clustering of individuals is correlated with geographic origin and ancestry. Since race depends on ancestry as well, the clusters are also correlated with the more traditional concepts of race, but the correlation is not perfect since genetic variation ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.