Learn the fundamentals of Machine Learning Operations (MLOps) engineering in this conference session from AWS re:Invent 2023 that addresses one of the key challenges in operationalizing artificial intelligence. Discover how MLOps extends traditional DevOps practices used in software development to encompass the unique requirements of building, training, and deploying machine learning models. Explore the critical distinctions and overlapping principles between DevOps and MLOps methodologies, gaining essential knowledge for implementing effective ML model lifecycle management in production environments. Gain practical insights into how these practices can be specifically applied within the AWS ecosystem to streamline machine learning workflows and improve operational efficiency.