Tag: ml pipelines, MLOps
The 3 V’s of MLOps
Anyone familiar with Data Analytics/Big Data world may be aware of the 3 V’s of Big Data. They are Volume, Velocity and Variety (there is a 4th V called Veracity)....
Data and Model Validation in Machine Learning Training Pipelines
Why Data and Model Validation? A Machine Learning application is a piece of Software, the end of the day. Hence, all the maxims applicable to software engineering are...