These videos are intended to prepare you for the Applied Data Science in Cyber Security course. They cover the basics of vectorized data structures, and working with the Pandas module in Python.
There are also four worksheets in the notebooks and answers folders which are referenced in the videos.
- Part 1: Intro to Vectorized Data Structures
- Part 2: Intro to Pandas and the Series Object
- Part 3: Exploring One Dimensional Data
- Part 4: Working with DataFrames
- Part 5: Manipulating DataFrames
For these exercises, all you will need is a working installation of Jupyter Notebook and a few python modules. We recommmend using Anaconda which is available here: https://www.anaconda.com.
If you have any questions, please don't hesitate to email us at charles.givre@gtkcyber.com.