Code Monkey home page Code Monkey logo

python-for-newbies's Introduction

python-for-newbies

Materials for Intro to Python at NICAR 2017, with a focus on Python "tribal knowledge"

Some context

This is not an introduction to syntax or to programming concepts, since those are the focus of many tutorials. Rather, this will focus on "tribal knowledge" - implicit knowledge that Python developers often take for granted.

Tribal knowledge is:

  • obvious to every experienced Python developer
  • not obvious or intuitive to newbies
  • difficult to google
  • rarely covered in tutorials

For these reasons, small bits of implicit knowledge can be large stumbling blocks for new folks. The goal here is to leave you with some foundational knowledge that will make it much easier to continue learning Python on your own.

Python tribal knowledge

  1. why even use Python? how does it compare to, say, Ruby or JavaScript or R?
  2. how to get Python
  3. Python 2 vs Python 3
  4. packages/libraries/modules
  5. the standard library
  6. pip
  7. pypi
  8. virtual environments
  9. requirements.txt
  10. the interactive shell
  11. executing python scripts
  12. jupyter notebooks

What did I miss?

Are there other good examples of tribal knowledge? Things that are confusing to new folks? Things you wish you knew when you started learning Python? Open an issue!

python-for-newbies's People

Contributors

cathydeng avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.