DevOps for Data scientist

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