Testing ML Pipelines
This practical, hands-on course dives into testing of an entire ML pipeline starting from data and model validation and ending with the integration te…
Course Category: Machine Learning Operations (MLOps)
Creating CI/CD Pipeline for Machine Learning (ML)
This practical, hands-on course recaps and ties together all stages of ML cycle in production into an automated CI/CD pipeline.
MLOPs CI/CD Theory
This theoretical course gives a comprehensive overview of the components that make up the emerging trend of MLOps. It highlights the importance of Con…
Model Packaging, Deployment & Monitoring
This practical, hands-on course dives into the details of implementation of model deployment - the essential part of the ML cycle in production.
Model Development & Testing
This practical, hands-on course dives into the next stages in the ML production cycle - model development and testing.
ML Introduction & Data Preparation
This course kickstarts the series of courses on MLOps technical implementation. It lays the ground for MLOps terminology and lets the students dive in…
Automating Data Pipelines & Workflow
Learn how to automate your entire pipeline using an automation tool. In this course students will learn how to programatically author, schedule and…
Introduction to MLOps Theory
This theoretical course gives a comprehensive overview of the topics that make up the emerging trend of MLOps. It is suitable for those who are intere…
