Processing large datasets

• http://blaze.pydata.org/en/latest/ - Blaze translates a subset of modified NumPy and Pandas-like syntax to databases and other computing systems. Blaze gives Python users a familiar interface to query data living in other data storage systems.
• https://into.readthedocs.org/en/latest/ - Data migration utilities
• http://lxml.de/sax.html - lxml support for SAX.
• http://wikisearch.net - Live Clusterpoint database technology demonstration

Freelancing

• http://devchat.tv/freelancers/ - Freelancing podcast.
• http://doubleyourfreelancing.com/ - Brennan Dunn on freelancing.
• http://www.toptal.com/ - Hire the top 3% of freelance developers.

Duck Typing

• http://c2.com/cgi/wiki?DuckTyping
• http://rhodesmill.org/brandon/slides/2013-03-pycon/ and video at https://youtu.be/YklKUuDpX5c - The Naming of Ducks: Where Dynamic Types Meet Smart Conventions

StackOverflow data

• https://archive.org/details/stackexchange - Stack Exchange Data Dump. Torrent file with XML files.

Web scraping

• http://jakeaustwick.me/python-web-scraping-resource/ - Python web scraping resource
• https://github.com/vinta/awesome-python#web-crawling - Libraries for scraping websites.
• http://scrapy.org/ - An open source and collaborative framework for extracting the data you need from websites. In a fast, simple, yet extensible way.
• https://github.com/jmcarp/robobrowser - RoboBrowser: Your friendly neighborhood web scraper
• https://www.binpress.com/tutorial/manipulating-pdfs-with-python/167 - PDF scraping.
• http://www.one-tab.com/page/SUeJFBWUQkKaCsl6rsfB2g - web scraping article compilation.

Data science

• http://pandas.pydata.org/ - Python Data Analysis Library
• http://scikit-learn.org/ - Machine Learning in Python
• http://gmvault.org/ - Gmvault Gmail Backup, to get your email as a dataset.
• http://shop.oreilly.com/product/0636920023784.do - Python for Data Analysis Data Wrangling with Pandas, NumPy, and IPython
• http://peekaboo-vision.blogspot.com/2013/01/machine-learning-cheat-sheet-for-scikit.html Machine Learning Cheat Sheet (for scikit-learn)

Online courses:

• http://shop.oreilly.com/product/0636920029182.do - Thinking with Data How to Turn Information into Insights
• http://shop.oreilly.com/product/0636920028918.do - Data Science for Business What you need to know about data mining and data-analytic thinking
• http://shop.oreilly.com/product/9781118661468.do - Data Smart Using Data Science to Transform Information into Insight. Trailer for the book http://www.john-foreman.com/data-smart-book.html