Miscellaneous Content Library

Here you can find a selection of great assets out there

Articles

Websites

Super nice articles from Amazon’s Machine Learning University (MLU) on some ML concepts and algorithms here

Books

• An Introduction to Statistical Learning here

Lectures & talks

• Daniela Witten on Statistical Learning of Sparse and Structured Biological Networks here

Repos

• Datasets, APIs, and open source projects related to Climate Change here

• A series of awesome repositories hosting tools for data analysis of biological data:
  • Repo: awesome-multitrait-gwas here
  • Repo: awesome-single-cell here
  • Repo: awesome-multi-omics here

• Anti-hype LLM reading list here

• Friends Don’t Let Friends Make Bad Graphs here

• Solved Exercises of Mrode’s book Linear Models for the Prediction of the Genetic Merit of Animals here

Misc.

• Shiny apps for demystifying statistical models and methods here