added resources;

Author: tdpetrou

resources.md

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+# Resources
+
+## Data Science
+
+### Data Science Books
++ [Pandas Cookbook](https://www.packtpub.com/big-data-and-business-intelligence/pandas-cookbook)
++ [Introduction to Statistical Learning](http://www-bcf.usc.edu/~gareth/ISL/)
+
+### Python Data Science Cheet Sheets
++ [Pandas](https://www.datacamp.com/community/blog/python-pandas-cheat-sheet)
++ [Scipy](https://www.datacamp.com/community/blog/python-scipy-cheat-sheet)
++ [NumPy](https://www.datacamp.com/community/blog/python-numpy-cheat-sheet)
++ [Scikit-Learn](https://www.datacamp.com/community/blog/scikit-learn-cheat-sheet)
++ [Jupyter Notebook](https://www.datacamp.com/community/tutorials/tutorial-jupyter-notebook)
++ [Basic Python](https://www.datacamp.com/community/tutorials/python-data-science-cheat-sheet-basics)
++ [Bokeh](https://www.datacamp.com/community/blog/bokeh-cheat-sheet-python)
+
+### Data Science Bootcamps
++ [Level Data Analytics](http://www.leveledu.com/data-analytics)
++ [General Assembly](https://generalassemb.ly)
++ [NY Data Science](http://nycdatascience.com/)
++ [Galvanize](http://www.galvanize.com/)
++ [Divergence Academy](https://divergence.academy/)
++ [Metis](https://www.thisismetis.com/data-science-bootcamps)
++ [Insight Data Science](http://insightdatascience.com/)
+
+### Online Data Science Bootcamps/Learning
++ [Data Camp](https://www.datacamp.com/)
++ [Springboard](https://www.springboard.com/)
++ [Thinkful](https://www.thinkful.com/)
++ [K2 Data Science Bootcamp](http://www.k2datascience.com/)
++ [Data Incubator](https://www.thedataincubator.com/fellowship.html)
++ [DataQuest](https://www.dataquest.io/)
++ [Udacity](https://www.udacity.com/courses/data-science)
++ [Data Society](https://datasociety.co/)
++ [Data Science Dojo](https://datasciencedojo.com/)
++ [RMOTR Python classes](https://rmotr.com/)
+
+### Do it yourself Data Science Masters
++ [Open Source Data Science Masters](http://datasciencemasters.org/)
+
+### Jupyter Notebooks
++ [Temporary Notebooks](tmpnb.org)
++ [Data Science Handbook](https://github.com/jakevdp/PythonDataScienceHandbook)
+
+### Pandas
++ [Official Documentation](http://pandas.pydata.org/pandas-docs/stable/): It is excellent
++ [Lots of pandas resources](http://www.dataschool.io/best-python-pandas-resources/)
+
+### Podcasts
++ [Data Skeptic](https://dataskeptic.com/)
++ [Partially Derivative](http://partiallyderivative.com/)
++ [Becoming a Data Scientist](https://www.becomingadatascientist.com/category/podcast/)
++ [Talking Machines](http://www.thetalkingmachines.com/)
+
+## Environment Setup
+
+### Text Editors/IDEs
++ [Sublime Text](https://www.sublimetext.com/3)
++ [Atom](https://atom.io/)
++ [Notepad++](https://notepad-plus-plus.org/)
++ [Jupyter](http://jupyter.org/)
++ [Pycharm](https://www.jetbrains.com/pycharm/)
++ [Spyder](https://www.continuum.io/downloads)
++ [Rodeo](https://www.yhat.com/products/rodeo)
+
+### Online Editors
++ [collabedit](http://collabedit.com/)
++ [Python Fiddle](http://pythonfiddle.com/)
++ [Cloud9](https://c9.io/)
++ [codeanywhere](https://codeanywhere.com/)
++ [codepen](http://codepen.io/)
++ [skulpt](http://www.skulpt.org/)
+
+## Python
+
+### Learning Python Books
++ [Think Python](http://greenteapress.com/wp/think-python-2e/)
++ [Automate the Boring Stuff](https://automatetheboringstuff.com/)
++ [Learn Python the Hardway](http://learnpythonthehardway.org/book/)
++ [Porting to pythong3](http://python3porting.com/)
++ [Official Docs](http://docs.python-guide.org/en/latest/)
++ [Dive into Python 3](http://www.diveintopython3.net/)
+
+### Advanced Python Books
++ [Python Cookbook](http://chimera.labs.oreilly.com/books/1230000000393)
++ [Fluent Python](https://www.amazon.com/gp/product/1491946008)
++ [Powerful Python](https://powerfulpython.com/)
++ [Mastering Python](https://www.amazon.com/gp/product/1785289721)
++ [Expert Python Programming](https://www.amazon.com/gp/product/1785886851)
+
+### Message Forums
+* Reddit [/r/Python](https://www.reddit.com/r/Python/)
+* Reddit [/r/learnpython](https://www.reddit.com/r/learnpython/)
+
+### Videos
++ [Python Tutorials by Corey Schafer](https://www.youtube.com/user/schafer5)
++ [sentdex](https://www.youtube.com/user/sentdex)
++ [Python Conferences](http://pyvideo.org/)
+
+###Other References
++ [Beginners guide reference](https://wiki.python.org/moin/BeginnersGuide)
++ [Full Stack Python](http://www.fullstackpython.com/)
+
+###Online Coding Practice
++ [codewars](https://www.codewars.com)
++ [coderbyte](https://www.coderbyte.com/)
++ [learnpython.org](http://www.learnpython.org/)
++ [codecademy Python](https://www.codecademy.com/learn/python)
++ [hackerrank Python](https://www.hackerrank.com/domains/python/py-introduction)
++ [pyschools](http://www.pyschools.com/)
++ [codechef](https://www.codechef.com/)
++ [codefights](https://codefights.com/)
++ [topcoder](https://www.topcoder.com/)
++ [codeeval](https://www.codeeval.com/)
++ [project euler](https://projecteuler.net/)
++ [ScratchJr for kids](https://www.scratchjr.org/)
+
+### Online Courses for everything
++ [Coursera](http://coursera.com/)
++ [EdX](https://edx.org)
++ [Udemy](https://udemy.com)
+
+### Random Tutorials
++ [Turn you Python script into an executable](https://medium.com/@looneymicheal/python-in-the-wild-e67e25ada254#.ef5m31330)
+
+### Blogs
++ Jeff Knup's [Everything I know about Python](https://jeffknupp.com/)
+
+### Source Code
+* [Python github repo](https://github.com/python/cpython/)
+
+### Specific Python Topics
+
+#### Python Idioms
++ [Don't repeat yourself (DRY)](https://en.wikipedia.org/wiki/Don't_repeat_yourself)
+
+#### Memoization
+[Memoization with decorators](http://www.python-course.eu/python3_memoization.php)
+
+#### Decorators
+
+#### Metaclasses
+
+#### Unit Tests
+
+## git tutorial
++ [Githubs own tutorial](https://try.github.io/wrap_up)
++ [Codecademy git](https://www.codecademy.com/learn/learn-git)
+
+## Spaced Repitition
+[Benefits of memorizing code](http://www.jackkinsella.ie/2011/12/05/janki-method.html)