How to Create a Custom Docker Container Image for SageMaker and Use it for Model Training in AWS Step Functions

Introduction to Docker Containerization for SageMaker From the past couple of years, Docker has proved itself to be a fundamental technology in the world of software deployment and development. In a nutshell, Docker is basically a platform which is provided to the developers so that they can package the applications along with their dependencies into […]

Revolutionizing ML Training: How Amazon Search M5 Achieved 30% Cost Savings with AWS Trainium

Overview of Amazon’s ML Innovations For the past decade, the leader of innovation in Machine learning (ML) is the amazon. Machine learning has been used constantly for better customer experience. Machine learning has been used by Amazon in various scenarios which include algorithm improvement and fraud detection. Evolution from Traditional ML to Neural Networks and […]