Practical exercises and other material for big data course
Other helpful links if you are new to using python and the pandas library, which we will be using for a lot of our code.
- LearnPython.org. An online tutorial which is a good way to get running quickly
- The Hitchhikers guide to python. Lots of detailed resources for learning python
- Pandas cheatsheet
- Pandas Selecting/Indexing API
- Short (software carpentry) pandas tutorial 1
- Short (software carpentry) pandas tutorial 2
Since we are running on google colab, there is a great intro to Pandas Colab notebook here:
Demo 1: Data handling with python and pandas
Demo 2: Quality control
Practical 1: Mouse data manipulation using python
Practical 2: The GLM and PCA