Introduction to bioinformatics for biologists is a program organized by pine biotech usa this online program is designed for everyone including students who dont have a background in bioinformatics biologists to learn about the ngs data analysis processing sections genomics transcriptomics for analyzing and interpreting the omics data machine learning techniques. Bioinformatics for biologists an introduction to data exploration statistics and reproducibility bioinformatics for principal investigators biological network series chip seq and atac seq analysis data science machine learning applications for life sciences ensembl rest api workshop experimental design. It is impossible to imagine modern high throughput biology without bioinformatics a modern biologist uses bioinformatics daily designing primers for a pcr in