Day 1

Outline

1. installation & setting

2. command line

3. git

4. python

Installation & setting

git (https://drive.google.com/open?id=0B4ioefrVlFNpSndaRHhtemdJc1k\

command line (zsh, oh-my-zsh)

python (http://python-guide-pt-br.readthedocs.io/en/latest/dev/virtualenvs/

Command line

$ ls
$ ls -al

$ cd ..
$ cd DIRECTORY_PATH
$ pwd

$ mkdir DIR_NAME

$ touch FILE_NAME

$ mv OLD_NAME NEW_NAME

$ rm FILE_NAME
$ rm -rf FILE_FOLDER

Git

https://backlogtool.com/git-guide/tw/

$ git init
$ git st
$ git diff
$ git commit -m "YOUR_TITLE"
$ git clone REPOSITORY_URL
$ git add .
$ git add FILE_NAME
$ git rebase -i COMMIT_NUMBER
$ git push 
$ git pull

EXERCISE: create your dotfile & push it to github

Python / Ipython Notebook

https://www.programiz.com/python-programming#learn-python-tutorial

https://www.kaggle.com/jasonych99/python-data-visualizations

linear regression

camelCase
snake_case

Homework

1. Practice command line, git, ipyhton notebook on your laptop.

2. Practice linear regression with another approach. https://spin.atomicobject.com/2014/06/24/gradient-descent-linear-regression/
3. Study Numpy, Scipy, Matplotlib one more time.

http://cs231n.github.io/python-numpy-tutorial/

https://www.datacamp.com/community/tutorials/python-numpy-tutorial#gs.=1WAXAo