Machine learning (ML) facilitates quick exploration into a multitude of scenarios to generate the best solution to complex issues in image, video, speech recognition, autonomous vehicle systems, and weather prediction. For data scientists, researchers, and developers who want to speed up development of their ML applications, Amazon EC2 P3 instances are the most powerful, cost-effective, and versatile GPU compute instances available in the cloud, while Amazon EC2 G4 instances are cost-effective for deploying ML models to production. In this session, we discuss P3 and G4 instances and how to use them for various use cases to meet your ML needs.