reading.md

layout	page
title	Reading
weight	10
collection	main

In addition to the resources below, the course also has a wiki and question / answer forum as a GitHub wiki and issues pages.

• wiki
• question/answer/issue

Machine Learning

• Repository of free or open-source texts on machine learning link
• Bias-Variance Trade-off explained link

Statistical Learning

• Gareth James et al. Statistical Learning Book link

Python

• Python Data Science Handbook link

Markdown

• Markdown Cheat Sheet - A Simple Visual Guide link
• General Markdown tutorial link

Editors

• Setting up different editorr link

Other sources...

• Machine learning in materials science: recent progress and emerging applications link