Since we're in the cheatsheets portion of my GitHub, I decided to create a section for documentation templates.
The more I learn on my journey as a computer scientist / data scientist, the more I find it beneficial to simply just have an empty template for my different projects & documentation.
Why reinvent the wheel, right?
These documents are meant to be templates. So any information inside of the documents is meant more for guidance. Please be sure to replace the "Test data" with your own work.
- CRISP-DM: "Cross-Industry Standard Process for Data Mining"
According to the IBM Knowledge Center, this "is an industry-proven way to guide your data mining efforts" - and quite frankly? It makes the organizer in me VERY happy!
As a methodolody it includes:
- descriptions of the typical phases of a project
- tasks involved with each phase
- an explanation of the relationships between tasks
As a process model:
- provides an overview of the data mining life cycle
By following this process, you are able to create a data mining model that fits your particulat needs.
I have taken what I have learned & crafted my own blank template inside of this section. Including but not limited to:
- folder structure for future code projects
- fluid documentation