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3 changes: 2 additions & 1 deletion README.md
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- A random collection of useful Python snippets [[IPython nb](http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/python_patterns/patterns.ipynb)]

- Things in pandas I wish I'd had known earlier [[IPython nb](http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/things_in_pandas.ipynb)]

- Get Programming with Python in Motion (https://www.manning.com/livevideo/get-programming-with-python-in-motion)]


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- [Python Patterns](http://matthiaseisen.com/pp/) - A directory of proven, reusable solutions to common programming problems.

- [Intro to Computer Science - Build a Search Engine & a Social Network](https://www.udacity.com/course/intro-to-computer-science--cs101) - A great, free course for learning Python if you haven't programmed before.
- [Classic Computer Science Problems in Python](https://www.manning.com/books/classic-computer-science-problems-in-python) - this book presents dozens of coding challenges, ranging from simple tasks like finding items in a list with a binary search algorithm to clustering data using k-means.

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