DevOps for Data scientist

Workshop, Carlson School of Management, University of Minnesota, 2018

Conducted a DevOps for data scientist workshop for 2019 batch of Masters in Business Analytics student in Carlson school of management. The workshop was attended by 100+ students.

Link to workshop content

Workshop Content

  • What is DevOps? Why is it needed?
  • Model building using cookbooks in Python
  • Version control using GIT
  • Deploying Model as an API using Flask and microservices framework
  • Packaging applications using Docker
  • Scaling and Deploying applications in Google cloud using Docker and Kubernetes