Image credit: Relativity by Maurits Cornelis Escher

When should you add GitHub, Make and Docker to your data science workflow?

Slides Follow
Image credit: Relativity by Maurits Cornelis Escher

When should you add GitHub, Make and Docker to your data science workflow?

Slides Follow

Abstract

Without deliberate and conscious effort towards organization, tool choice, and process, complex and large data science projects can quickly grow out-of-hand and become irreproducible. This talk will discuss when and why one should add tools such as GitHub, Make and Docker to their data science workflow to mitigate chaos and maximize transparency, reproducibility, and productivity.

Date
Event
Symposium on Data Science & Statistics
Location
Bellevue, WA, USA
Avatar
Tiffany Timbers
Assistant Professor of Teaching in Statistics & Co-Director of the Master of Data Science program (Vancouver Option)

I am an Instructor in the Department of Statistics and an Option Co-Director for the Master of Data Science program at the of Univerity of British Columbia. In these roles I teach and develop curriculum around the the responsible application of Data Science to solve real-world problems.