MLOps on Azure: From Data Science to Deployment Course Overview

MLOps on Azure: From Data Science to Deployment certification leverages Microsoft Azure tools to integrate machine learning (ML) outcomes into business processes. It is all about learning to streamline Machine Learning Life Cycle using Azure's Machine Learning Operations (MLOps) capabilities. Industries use this to ensure reproducibility, auditing, and automation of their ML models in production, leading to a consistent and efficient creation of business value. It's comprised of concepts like developing ML models with Azure ML service, controlling ML model versions, validating ML models, creating retraining pipelines, deploying ML models into production, and monitoring ML models. It essentially gives shape to operationalizing machine learning by managing end-to-end life cycle of ML models.