DataOps

What is DataOps?

Literature

GitOps

• GitOps Introduction
  • Overview and introduction for members to understand our git operations and methodologies with this quick article.

MLOps

• Machine Learning Operations Introduction
  • Intro to modern machine learning operations from discovery to monitoring and delivery methodologies
• Google Introduction to MLOps + CICD Pipelines
  • Google's take on MLOps + CICD practices extending Machine Learning
• Model Drift Gentle Introduction
  • Model Drift and/or Concept Drift is a very big problem within the Data Science industry. Here is how we aim to fight this bias and problematic predictions in a rapidly changing industry such as healthcare