resources.md

Resources

Python

Source Code

• Python github repo

Blogs

• Jeff Knup's Everything I know about Python

Message Forums

• Reddit /r/Python
• Reddit /r/learnpython

Text Editors/IDEs

• Sublime Text
• Atom
• Notepad++
• Jupyter
• Pycharm
• Spyder
• Rodeo

Decorators

Memoization

Memoization with decorators

Metaclasses

Unit Tests

Python Idioms

• Don't repeat yourself (DRY)

Pandas

• Official Documentation: It is excellent
• Lots of pandas resources

Learning Python Books

• Think Python
• Automate the Boring Stuff
• Learn Python the Hardway
• Porting to pythong3
• Official Docs
• Dive into Python 3

Advanced Python Books

• Python Cookbook
• Fluent Python
• Powerful Python
• Mastering Python
• Expert Python Programming

Python Data Science Books

• Data Science Handbook

Python Data Science Cheet Sheets

• Pandas
• Scipy
• NumPy
• Scikit-Learn
• Jupyter Notebook
• Basic Python +Bokeh

Videos

• Python Tutorials by Corey Schafer
• sentdex
• Python Conferences

Other References

• Beginners guide reference
• Full Stack Python

Online Coding Practice

• codewars
• coderbyte
• learnpython.org
• codecademy Python
• hackerrank Python
• pyschools
• codechef
• codefights
• topcoder
• codeeval
• project euler
• ScratchJr for kids

Online Editors

• collabedit
• Python Fiddle
• Cloud9
• codeanywhere
• codepen
• skulpt

Online Jupyter Notebooks

• Temporary Notebooks

Data Science Bootcamps

• Level Data Analytics
• General Assembly
• NY Data Science
• Galvanize
• Divergence Academy
• Metis
• Insight Data Science

Online Data Science Bootcamps

• Data Camp
• Springboard
• Thinkful
• K2 Data Science Bootcamp
• Data Incubator
• DataQuest
• Udacity
• Data Society
• Data Science Dojo

Online Courses

• Coursera
• EdX
• Udemy

Remote Learning

• RMOTR Python classes

git tutorial

• Githubs own tutorial
• Codecademy git

Random Tutorials

• Turn you Python script into an executable

Spaced Repitition

Benefits of memorizing code