https://github.com/dbolotov/statistical_learning_notes
Notes on the Stanford Statistical Learning course by T. Hastie and R. Tibshirani.
https://github.com/dbolotov/statistical_learning_notes
data-science machine-learning statistics
Last synced: 6 months ago
JSON representation
Notes on the Stanford Statistical Learning course by T. Hastie and R. Tibshirani.
- Host: GitHub
- URL: https://github.com/dbolotov/statistical_learning_notes
- Owner: dbolotov
- Created: 2017-10-21T22:26:27.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2018-04-03T02:37:03.000Z (about 8 years ago)
- Last Synced: 2025-01-22T09:52:33.222Z (over 1 year ago)
- Topics: data-science, machine-learning, statistics
- Language: HTML
- Homepage:
- Size: 1.7 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## About
This is a set of notes and examples based on the Stanford Statistical Learning course by Trevor Hastie and Rob Tibshirani.
Videos for the course are listed [here](http://www.dataschool.io/15-hours-of-expert-machine-learning-videos/).
The ISLR book is available for download [here](http://www-bcf.usc.edu/~gareth/ISL/).
## Rendered pages
Rendered .html files:
- Using **rawgit.com**:
- [Notes](https://rawgit.com/dbolotov/statistical_learning_notes/master/statistical_learning_notes.html)
- [Code Examples](https://cdn.rawgit.com/dbolotov/statistical_learning_notes/fc64a431/statistical_learning_code_examples.html)
- Using **htmlpreview.github.io**:
- [Notes](https://htmlpreview.github.io/?https://github.com/dbolotov/statistical_learning_notes/blob/master/statistical_learning_notes.html)
- [Code Examples](https://htmlpreview.github.io/?https://github.com/dbolotov/statistical_learning_notes/blob/master/statistical_learning_code_examples.html)