My Notes

Here, I provide a list of materials for machine learning related work.

Dev Tools

• Download data with unstable internet connection
• Multiply your terminal
• Use symlink for managing huge dataset

Terminal (Mac)

• Command line cheatsheet
• Access external drive

Git

• Git cheatsheet

VSCode

• Open VSCode from terminal

Python

Tips
Targeting Python 2 & 3	Joining arrays and strings
Downloading data with Python	Efficient way of string formatting: f-string
Extracting archived files	Downloading and extracting archived files
List comprehension

Numpy
Random numbers	numpy.where