Essential Bioinformatics

CSI 5180 - Machine Learning for Bioinformatics

Participate

• slides

Practice

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• A Primer on Deep Learning in Genomics, GitHub

Three notebooks from Aurélien Géron introducing essential concepts for machine learning. In the coming weeks, you might want to go through these at your own pace.

• numpy – a fundamental library centered around N-dimensional array objects.
• pandas – powerfull data analysis tools, centered around the DataFrame.
• visualization – demonstrates how to use the matplotlib to produce beautiful graphs.