Resources

여러가지 리소스 모음

Blogs

• Yoshua Bengio

Reinforcement Learning

• school of ai (initiated by Siraj Raval)
• UCL Course on RL (by David Silver)
• Reinforcement Learning: An Introduction (by R. Sutton and G Barto)

Visualization Tools

• Desmos graphing calculator / user guide
• Seeing Theory
• Convolution Visualizer (by Edward Z. Yang)
• K-Nearest Neighbors Demo

Deep Learning

• Deep Learning Book Series · Introduction (by hadrienj)

Python

• Foreword for "Programming Python" (1st ed.)
• PEP 8 -- Style Guide for Python Code
• NumPy in 50 Cells of Notebook (by Numan Yilmaz)

Jupyter Notebook

• Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough

Html

• w3schools

Git

• How to Use Git and GitHub (Udacity)
• Git Version Control in VS Code

Note-taking

• How to Take Notes Like an Alpha-Geek

iTerm2 및 에디터 셋업

• iTerm2 인스톨: iTerm2
• fish 인스톨:
• fish 셋업:

(기계학습을 위한) 맥북 셋업

• Homebrew 인스톨:

  /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"

• Python 3 인스톨: brew install python3
• Jupyter 인스톨: pip3 install jupyter -U