Tag Archives: python

Pet Containers

Pet Containers
On git hub hackoregon/data-science-pet-containers are very useful Docker containers. Tools included are PostgreSQL, PostGIS, Anaconda and Rstudio. Add data and you are all set for exploring and developing. If you have any problems file an issue on git-hub. I am looking for what is missing from the directions.

large white dog
curious white dog

Python Data Science Essentials

Authors: Alberto Boschetti and Luca Massaron published by Packt April 2015.

I am a Data Scientist who usually codes in R. It was a challenge to get comfortable  enough in python code to review the book. Python come in a lot of flavors.  I used Anaconda Launcher to run jupyter notebooks. The code is on the publishers page.

With broad strokes in six chapters it cover the fundamentals of Data Science using python. The pretty blue mosaic tile swirl on the cover catches your eye.

My favorite chapter is chapter five on Social Network Analysis. I like the table on graph types, node and edges. For example Twitter, a directed graph, people are nodes and followers are edges. Very useful table for writing code.

Get the code, run the notebooks, have fun.