GA Data Science Course
Welcome to General Assembly's Data Science course for Singapore, Jan-Apr 2016!
Try to git clone this README.md.
- Codecademy's Python course: Good beginner material, including tons of in-browser exercises.
- DataQuest: Similar interface to Codecademy, but focused on teaching Python in the context of data science.
- Google's Python Class: Slightly more advanced, including hours of useful lecture videos and downloadable exercises (with solutions).
- A Crash Course in Python for Scientists: Read through the Overview section for a quick introduction to Python.
- Python for Informatics: A very beginner-oriented book, with associated slides and videos.
- Beginner and intermediate workshop code: Useful for review and reference.
- Python 2.7x Reference Guide: Kevin's beginner-oriented guide that demonstrates a ton of Python concepts through short, well-commented examples.
- Python Tutor: Allows you to visualize the execution of Python code.
- Learn Pandas: Comprehensive tutorial for Pandas, using IPython Notebook.
- Anaconda installation Python distribution bundled with 300+ of most useful packages for data science. Includes installation of IPython Notebook.