Python 3 - Overview

Updated: 2020-12-31

Why Python

• Easy to learn
• Simple and compact syntax
• Available everywhere: Linux, macOS, Windows
• Gaining momentum in data science, competing with R

globals() vs locals() vs vars()

• globals() always returns the dictionary of the module namespace
• locals() always returns a dictionary of the current namespace
• vars() returns either a dictionary of the current namespace (if called with no argument) or the dictionary of the argument.

Resources

• functional programming

  • http://www.amk.ca/python/writing/functional
  • http://docs.python.org/howto/functional.html

• performance

  • http://wiki.python.org/moin/PythonSpeed/PerformanceTips

• test

  • http://www.oreillynet.com/lpt/a/5463
  • http://www.oreillynet.com/lpt/a/5584
  • http://wiki.cacr.caltech.edu/danse/index.php/Unit_testing_and_Integration_testing
  • http://docs.python.org/library/unittest.html

• best practice

  • http://www.python.org/dev/peps/pep-0008/
  • http://www.fantascienza.net/leonardo/ar/python_best_practices.html

learn python https://github.com/norvig/pytudes