Overview
MLOps and Machine Learning are two distinct concepts in the field of artificial intelligence, with MLOps focusing on the operationalization of machine learning models, while Machine Learning focuses on the development of predictive models. Companies like Google, Amazon, and Microsoft are investing heavily in MLOps, with tools like TensorFlow, PyTorch, and Azure Machine Learning. According to a report by McKinsey, the adoption of MLOps can lead to a 20-30% increase in productivity and a 10-20% reduction in costs.