Machine Learning: From Inception to Inference - AWS Summit Sydney
A streamlined end-to-end machine learning process enables operational efficiency and improved productivity for the data scientists, developers, and data engineers building machine learning solutions. Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. In this workshop, you will be able to ingest, explore, and process the data and then build, train, and deploy a machine learning model. Further, the workshop will also guide you to connect Amazon SageMaker endpoint server to the public Internet using AWS Lambda and Amazon API Gateway in order to effectively host the model to run inferences/predictions over a Single Page Application (SPA). This workshop requires a laptop and administrative access to your own AWS account.