What is MLOps?

What is MLOps?

Machine learning (ML) becomes effective once models are in production. Organizations, on the other hand, usually underestimate the complexity and challenges of implementing machine learning in production, devoting the majority of their resources to ML development and...
Moving from Model-Centric to Data-Centric AI

Moving from Model-Centric to Data-Centric AI

Introduction: AI is a rapidly evolving field and up until a few years ago there were distinct model architectures for different tasks, for example, CNN was the go-to for vision tasks and LSTM like networks for language tasks. Then, with the invention of the...