Introduction

Learning objectives:

• introducing some definitions and a bit of history

Definitions

production :

affecting decision in your orgs / world

putting your work in front of someone else’s eyes

We want:

• our works to be reliable

• in a safe environment

• our work to be available

DevOps

DevOps is a set of cultural norms, practices, and tooling to help make developing and deploying software smoother and lower risk.

.. but is a squishy concept and a “vendor” associated name

It came in opposition to the waterfall dev process were you had a team doing Dev. and then one other doing Ops (Ops “make it works on everyone computer”).

Process and people

• Are data scientist software developper?

• Are we in the red flags number 3?

• Do we need a workbench (ie using ec2) ?

• should we do the exercice with penguins or one of our dataset?