Bridging the Gap Between Data Professionals and DevOps Engineers
Ramon Perez, Mark Stent, and Alaa Abedrabbo
12 October 2022
Agenda
1. Set Up
2. Motivation
3. Bridging the Gap
4. Data Pipelines
3. Testing
4. Data Analytics
5. Continuous X
The Set Up
- Have you cloned the repo for the workshop? bit.ly/pycon-dad
- Is your environment working?
- Do you have your favorite IDE up and running? Please note that the preferred ones for the session are Jupyter Lab and VSCode
Motivation
To increase visibility into each other's line of work, collaboration between both groups, and adoption each other's best practices.
Data Professionals
Data Engineers
Data Analysts
Machine Learning Engineers
Many More
- Machine Learning Researcher
- Business Intelligence Analyst
- Project Manager
- Analytics Engineer
DevOps Engineers
Code
Build
Deploy
Manage
Learn
Data
Pipelines
Testing
Data Analytics
Continuous X
Before Today
You
Data
You
DevOps
After Today
Data
You
DevOps
Copy of deck
By ramongz
