CDS - Creative Data Science | CDS - Creative Data Science

CDS - Creative Data Science

3 posts tagged with "network analysis" ↓

Network mapping 101 hands-on course and DAVe in review
Network mapping 101 course in review Course Organization This October I was lucky enough to teach an advanced metabolic data analysis course in collaboration University of California, Davis. The goal was to create the following network. The course…
R network analysis network mapping data visualization multivariate analysis machine learning preprocessing statistical analysis clustering
Pathway enrichment-based network mapping to visualize metabolite evidence for associations with disease
Network mapping was used to visualize the association between significantly enriched pathways and evidence of association with a disease state. I will have to keep things vague untill the official manuscript is published. The data consists of counts…
R network analysis network mapping data visualization pathways
Using network hyper edges to encode complex experimental designs
The following details an example how to extend network structures to encode multiple pairwise comparisons through the application of hyper edges and establishing statistical reference groups. Networks can uniquely store data and relationships. This…
programming R network analysis network mapping data visualization

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Google scholar R clustering course data visualization deep learning machine learning multivariate analysis network analysis network mapping pathways preprocessing programming statistical analysis