MLOps Explained

MLOps (Machine Learning Operations) is one of the emerging job roles in recent times. According to the LinkedIn report, in the last four years, the demand for machine learning roles and artificial intelligence roles has spiked by 74% annually. Before the advancement of hardware, data technologies the AI field was handled by a small group of experts where they mostly worked with a limited set of data including academic datasets for research. And the data was specifically collected or prepared for specific research. Hence, the flow was smooth and easily manageable.