Tools for efficient MLOps (Machine Learning DevOps)

To answer the basic question of "What is MLOps?" we need to understand first that what is DevOps. DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality. DevOps is complementary with Agile software development; several DevOps aspects came from Agile methodology. DevOps is the offspring of agile software development – born from the need to keep up with the increased software velocity and throughput agile methods have achieved.