CSG Intro To Data Science
Part I
This notebook is an interactive introduction to multiple concepts including python notebooks and Top500 benchmarking data. It introduces how to create and edit text and code cells in notebooks using Google Colaboratory. It provides some examples and practice using python, in particular a CSG API call to obtain benchmarking data in JSON format that gets explored as a dataframe. A high level description of the benchmarking data is described. The objective is to provide introductory exposure to analysis of computer systems data.
Part II
This notebook is an interactive introduction to the python pandas dataframe and the Top500 benchmarking data fields. It introduces how to pass parameters using a url and how to copy dataframes. Both examples and practice are included to provide exposure to analysis of computer systems data.
Google Colab support coming soon!