Azure Machine Learning: No-Code AI Fundamentals

Machine learning is the engine behind modern artificial intelligence, but you do not need to be a programmer to harness its power. This course guides you through the process of creating sophisticated predictive models using automated and visual tools, taking you from fundamental concepts to fully deployed services. You will learn how to: - Understand core machine learning concepts and the data science lifecycle. - Configure automated machine learning to identify the best models for your data. - Build custom workflows using visual drag-and-drop tools. - Deploy and test predictive models as accessible web services. - Apply responsible AI principles to ensure fairness and transparency in your projects. - Explore foundational MLOps concepts for basic model monitoring and management. The curriculum begins with essential terminology and basic definitions before moving into practical applications within the cloud environment. You will read through clear explanations and structured exercises designed to build your confidence in handling data and generating insights. This course is designed for absolute beginners with no prior coding or data science experience. Start your journey into the world of cloud-based artificial intelligence today.