> For the complete documentation index, see [llms.txt](https://softstack-factory.gitbook.io/ds200/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://softstack-factory.gitbook.io/ds200/next-steps/tutorials-guides.md).

# Tutorials / Guides / Cheat Sheets

#### Tutorials

* [Geeks for geeks machine learning](https://www.geeksforgeeks.org/machine-learning/)
* [List of other tutorials](https://github.com/academic/awesome-datascience#tutorials)

#### Guides

* [Google's machine learning crash course](https://developers.google.com/machine-learning/crash-course/)
* [Kaggle learn](https://www.kaggle.com/learn/overview)
* [Data science track trello board](https://trello.com/b/rbpEfMld/data-science)
* [Machine learning glossary](https://ml-cheatsheet.readthedocs.io/en/latest/glossary.html)

#### Cheat sheets

* [Python data science cheat sheet](https://elitedatascience.com/python-cheat-sheet)
* [Chris Albon's Cheatsheets](https://chrisalbon.com/)
* [Python cheat sheet (summary of python3 language syntax) ](https://learnxinyminutes.com/docs/python3/)
* [Machine Learning concepts](https://ml-cheatsheet.readthedocs.io/en/latest/index.html#)

#### Github

* [Github hello world](https://guides.github.com/activities/hello-world/)
* [Github learning labs introduction course](https://lab.github.com/githubtraining/introduction-to-github)
* [An introduction to git and Github for beginners](https://product.hubspot.com/blog/git-and-github-tutorial-for-beginners)
* [Managing your work on Github](https://help.github.com/en/github/managing-your-work-on-github)
* [Creating an issue on Github](https://help.github.com/en/github/managing-your-work-on-github/creating-an-issue)
* [Managing a project board](https://help.github.com/en/github/managing-your-work-on-github/managing-project-boards)
* [Adding issues and pull requests to a project board](https://help.github.com/en/github/managing-your-work-on-github/adding-issues-and-pull-requests-to-a-project-board)
* [Github guides](https://guides.github.com/)
* [Github learning labs](https://lab.github.com/)