ben-heil/dl_workshop

The materials for the Deep Learning in Biology workshop put on by Alex Lee, David Nicholson, and Ben Heil

DLBio Workshop

This repository stores materials used in the DLBio workshop. The demo materials are in the notebooks directory, and the slides are in slides.

Questions from the talk can be found here: https://docs.google.com/document/d/1cXJZb2Ygja1ACvTVOFYjlIoz-ImiP1toC_xd-d6WJis/edit?usp=sharing

Resources about deep learning:

• https://greenelab.github.io/deep-review/
• https://github.com/Benjamin-Lee/deep-rules
• https://medium.com/intro-to-artificial-intelligence/deep-learning-series-1-intro-to-deep-learning-abb1780ee20
• https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

Tips for learning biology:

• Don't try to learning everything - try to start with one specific question and use that as a foundation to expand from (i.e. "what is the role of accessory genes in P. aeruginosa infection?" >> "What is the definition of these accessory genes?" >> "how do people relate accessory genes to infection?"). Think about starting with one question and as you try to answer this one question you'll find other ones that will expand your knowledge.
• https://www.khanacademy.org/
• Get help from others