MLOps - Machine Learning Operations

MLOps - Machine Learning Operations

Explore a comprehensive playlist covering MLOps and related domains, including hands-on sessions with Azure, Kubernetes for data scientists and engineers, TFX pipelines, and end-to-end automated CI/CD pipelines for continuous deployment. Dive into feature stores for machine learning, model monitoring concepts, data drift, load and performance testing, and deployment strategies using containers, Google Cloud Run, and App Engine. Learn about deployment challenges, best practices, and continuous model deployment with GitHub and Kubernetes. Gain insights into Apache Airflow and its applications in MLOps workflows.