This is a repo that includes some resources about machine learning and the application in biology.
- Course
- Machine learning in Coursera.
- Specialization: Deep Learning in Coursera.
- Statistics 231 / CS229T: Statistical Learning Theory, Stanford University
- Book
- Repo
- Awesome Bayes
- Statistical Rethinking: A Bayesian Course Using R and Stan
- Awesome - Most Cited Deep Learning Papers Deep learning
- Literature of Deep Learning for Graph
- CS234: Reinforcement Learning, Stanford
- Awesome pytorch list
- Paper with code highlights trending ML research and the code to implement it.
- Stanford Computational Biology in Four Dimensions computational biology
- MIT Foundations of computational and systems biology
- Repo
- Blog & Paper
- Getting started in machine learning yangkky's answer to how a chemist or biologist can get started in machine learning.
- Selection of books/urls for bioinformatics/data science curriculum by Ming Tang
- A New Online Computational Biology Curriculum
- Tutorial
- Machine learning tutorial for biologists, designed for Oz Single Cells 2019, which includes jupyter notebook and slides.