Leveraging Amazon EKS Anywhere with Intel optimized instances for Machine Learning in Hybrid Cloud

Groundbreaking breakthroughs in medical research have been enabled through machine learning. This paper discusses how the latest generation of Intel processors can be used in Amazon Web Services public and private environments to make new discoveries using advanced machine learning resources. In this paper we demonstrate how to use publicly available bone marrow datasets to efficiently train machine learning models using the latest technologies from Amazon and Intel. This paper discusses a real-world use case where we use advanced artificial intelligence technologies to train a bone marrow cell classification machine learning model from publicly available data. This trained model is then optimized using Intel OpenVino for inference.