Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.

chrisalbon chrisalbon Last update: Jul 29, 2022

notes

This is Chris Albon's collection of personal notes on coding, statistics, machine learning, and technical management. These notes are posted publically at https://ChrisAlbon.com. What is in this repo will not be useful to other folks.

Overview

The master record of a note is either a Jupyter Notebook or a Markdown file. These files are in the content folder. The website HTML is contained in the docs folder.

Full Deploy Procedure

  1. Run make.ipynb to convert the Jupyter Notebooks and associated images into Markdown files.
  2. Run hugo to convert the Markdown files into HTML pages.
  3. Run git add -A
  4. Run git commit -m "commit message"
  5. Run git push

Markdown Head Metadata Example

---title: "Give Table An Alias"author: "Chris Albon"date: 2019-01-28T00:00:00-07:00description: "Give a table an alias in Snowflake using SQL."type: technical_notedraft: false---

Useful Aliases

To reduce the barriers to publishing a new note as much as possible, here are some useful aliases for your .bash_profile:

# Notes Project# Go to Notes folderalias nn='cd /Users/chrisalbon/dropbox/cra/projects/notes'# Go to Notes folder and open Jupyter Notebookalias njn='cd /Users/chrisalbon/dropbox/cra/projects/notes && jupyter notebook'# Launch in Hugo server of Notes sitealias nhs='cd /Users/chrisalbon/dropbox/cra/projects/notes && hugo server'# Publish a new notealias nnn='cd /Users/chrisalbon/dropbox/cra/projects/notes && git pull && hugo && git add -A && git commit -m "made changes" && gp && git push'

Note that when you run nnn you might be prompted for an application password. You can get that / generate that from GitHub.com in account settings.

To Do

  • Fix Github issues
  • Hunt for minor errors
  • Refactor make.ipynb to make it .py and cleaner

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